Bifurcation Analysis

Bifurcation analysis reveals how a system’s qualitative behavior changes as parameters vary — fixed points, oscillations, and transitions.

TVBO supports multiple backends for bifurcation analysis using the same Continuation specification:

• BifurcationKit.jl — Julia-based, via exp.run("bifurcationkit.jl")
• PyRates/PyCoBi — Python-based (AUTO-07p), via exp.run("pyrates-bifurcation")

Quick Start

from IPython.display import Markdown
from tvbo import Continuation, Dynamics, SimulationExperiment

try:
    from bsplot import style
    style.use('tvbo')
except ImportError:
    pass
model = Dynamics.from_ontology('Generic2dOscillator')
Markdown(model.generate_report())

Generic2dOscillator

The Generic 2-Dimensional Oscillator (G2D) is a phenomenological, coupled, nonlinear two-dimensional (i.e., two state-variables (‘V’, ‘W’)) oscillatory, neural mass model. The G2D is a generalization of the well-known FitzHugh-Nagumo model (FitzHugh, 1961; Nagumo et. al, 1962), adapted here for reproducing a wilder class of dynamical configurations of physiological phenomena as observed in neuronal population using phase-portrait method.

State Equations

\[ \dot{V} = d*\tau*\left(I*\gamma + V*g + V*c_{local} + W*\alpha + c_{glob}*\gamma + e*V^{2} - f*V^{3}\right) \] \[ \dot{W} = \frac{d*\left(a + V*b + c*V^{2} - W*\beta\right)}{\tau} \]

Parameters

Parameter	Value	Unit	Description
\(I\)	0.0	N/A	Baseline shift of the cubic nullcline
\(a\)	-2.0	N/A	Vertical shift of the configurable nullcline
\(\alpha\)	1.0	N/A	Constant parameter to scale the rate of feedback from the slow variable to the fast variable.
\(b\)	-10.0	N/A	Linear slope of the configurable nullcline
\(\beta\)	1.0	N/A	Constant parameter to scale the rate of feedback from the slow variable to itself
\(c\)	0.0	N/A	Parabolic term of the configurable nullcline
\(d\)	0.02	N/A	Temporal scale factor
\(e\)	3.0	N/A	Coefficient of the quadratic term of the cubic nullcline
\(f\)	1.0	N/A	Coefficient of the cubic term of the cubic nullcline
\(g\)	0.0	N/A	Coefficient of the linear term of the cubic nullcline
\(\gamma\)	1.0	N/A	Constant parameter to reproduce FHN dynamics where excitatory input currents are negative
\(\tau\)	1.0	N/A	A time-scale hierarchy can be introduced for the state variables :math:V and :math:W

References

FitzHugh, R. (1961). Impulses and physiological states in theoretical models of nerve membrane. Biophysical Journal, 1(6), 445-466.

Nagumo, J., Arimoto, S., & Yoshizawa, S. (1962). An active pulse transmission line simulating nerve axon. Proceedings of the IRE, 50(10), 2061-2070.

cont = Continuation.from_string(
    """\
name: eq_in_a
label: "Equilibrium branch in a"
description: >-
    Continue the equilibrium branch of the Generic2dOscillator as parameter a is varied. Detect Hopf bifurcations and continue periodic orbits from all Hopf points.

dynamics: Generic2dOscillator

free_parameters:
    - name: I
      domain:
          lo: "-10"
          hi: "20"

branches:
    - name: po_from_hopf
      source_point: "hopf:all"
"""
)

exp = SimulationExperiment(dynamics=model, continuations=[cont])

BifurcationKit.jl backend

bif_result_jl = exp.run("bifurcationkit.jl")
bif_result_jl.plot(VOI='V')

Detected IPython. Loading juliacall extension. See https://juliapy.github.io/PythonCall.jl/stable/compat/#IPython

PyRates/PyCoBi backend (same specification!)

bif_result_py = exp.run("pyrates-bifurcation")
bif_result_py.plot(VOI='V')

Compilation Progress
--------------------
    (1) Translating the circuit template into a networkx graph representation...
        ...finished.
    (2) Preprocessing edge transmission operations...
        ...finished.
    (3) Parsing the model equations into a compute graph...
        ...finished.
    Model compilation was finished.

-------------------------------------------------------------
Could not import plotting modules, plotting will be disabled.
This is probably because Tkinter is not enabled in your Python installation.
-------------------------------------------------------------

gfortran -g -fopenmp -O -c tvbo_bif.f90 -o tvbo_bif.o
gfortran -g -fopenmp -O tvbo_bif.o -o tvbo_bif.exe /Applications/auto-07p/lib/*.o
Starting tvbo_bif ...

  BR    PT  TY  LAB    PAR(14)       L2-NORM         U(1)          U(2)     
   1     1  EP    1   0.00000E+00   1.41421E-01   1.00000E-01   1.00000E-01
   1    20        2   1.37817E+00   1.03400E-01   1.02233E-01   1.54945E-02
   1    40        3   9.39335E+00   4.22403E-01   7.06658E-02  -4.16450E-01
   1    60        4   1.76917E+01   6.93462E-01  -2.47192E-02  -6.93021E-01
   1    80        5   2.59942E+01   7.70212E-01  -1.43672E-01  -7.56694E-01
   1   100        6   4.06261E+01   5.63330E-01  -2.80740E-01  -4.88391E-01
   1   120        7   6.00287E+01   2.74659E-01  -2.68904E-01  -5.59339E-02
   1   140        8   8.00280E+01   1.96252E-01  -1.91538E-01   4.27550E-02
   1   160        9   1.00028E+02   1.75926E-01  -1.59850E-01  -7.34709E-02
   1   180       10   1.20027E+02   2.36790E-01  -1.75648E-01  -1.58799E-01
   1   200       11   1.40027E+02   2.44401E-01  -1.94638E-01  -1.47810E-01
   1   220       12   1.60027E+02   2.24926E-01  -1.96024E-01  -1.10301E-01
   1   240       13   1.80027E+02   2.13798E-01  -1.89394E-01  -9.91948E-02
   1   260       14   2.00027E+02   2.15654E-01  -1.86145E-01  -1.08889E-01
   1   280       15   2.20027E+02   2.20922E-01  -1.87344E-01  -1.17085E-01
   1   300       16   2.40027E+02   2.22200E-01  -1.89079E-01  -1.16712E-01
   1   320       17   2.60027E+02   2.20701E-01  -1.89326E-01  -1.13423E-01
   1   340       18   2.80027E+02   2.19604E-01  -1.88763E-01  -1.12225E-01
   1   360       19   3.00027E+02   2.19720E-01  -1.88440E-01  -1.12993E-01
   1   380       20   3.20027E+02   2.20188E-01  -1.88523E-01  -1.13763E-01
   1   400       21   3.40027E+02   2.20334E-01  -1.88680E-01  -1.13784E-01
   1   420       22   3.60027E+02   2.20214E-01  -1.88713E-01  -1.13498E-01
   1   440       23   3.80027E+02   2.20110E-01  -1.88666E-01  -1.13374E-01
   1   460       24   4.00027E+02   2.20113E-01  -1.88634E-01  -1.13432E-01
   1   480       25   4.20027E+02   2.20154E-01  -1.88639E-01  -1.13504E-01
   1   500       26   4.40027E+02   2.20170E-01  -1.88653E-01  -1.13510E-01
   1   520       27   4.60027E+02   2.20160E-01  -1.88657E-01  -1.13486E-01
   1   540       28   4.80027E+02   2.20151E-01  -1.88653E-01  -1.13473E-01
   1   560       29   5.00027E+02   2.20150E-01  -1.88650E-01  -1.13477E-01
   1   580       30   5.20027E+02   2.20154E-01  -1.88651E-01  -1.13484E-01
   1   600       31   5.40027E+02   2.20155E-01  -1.88652E-01  -1.13485E-01
   1   620       32   5.60027E+02   2.20155E-01  -1.88652E-01  -1.13483E-01
   1   640       33   5.80027E+02   2.20154E-01  -1.88652E-01  -1.13482E-01
   1   660       34   6.00027E+02   2.20154E-01  -1.88652E-01  -1.13482E-01
   1   680       35   6.20027E+02   2.20154E-01  -1.88652E-01  -1.13483E-01
   1   700       36   6.40027E+02   2.20154E-01  -1.88652E-01  -1.13483E-01
   1   720       37   6.60027E+02   2.20154E-01  -1.88652E-01  -1.13483E-01
   1   740       38   6.80027E+02   2.20154E-01  -1.88652E-01  -1.13482E-01
   1   760       39   7.00027E+02   2.20154E-01  -1.88652E-01  -1.13482E-01
   1   780       40   7.20027E+02   2.20154E-01  -1.88652E-01  -1.13482E-01
   1   800       41   7.40027E+02   2.20154E-01  -1.88652E-01  -1.13482E-01
   1   820       42   7.60027E+02   2.20154E-01  -1.88652E-01  -1.13482E-01
   1   840       43   7.80027E+02   2.20154E-01  -1.88652E-01  -1.13482E-01
   1   860       44   8.00027E+02   2.20154E-01  -1.88652E-01  -1.13482E-01
   1   880       45   8.20027E+02   2.20154E-01  -1.88652E-01  -1.13482E-01
   1   900       46   8.40027E+02   2.20154E-01  -1.88652E-01  -1.13482E-01
   1   920       47   8.60027E+02   2.20154E-01  -1.88652E-01  -1.13482E-01
   1   940       48   8.80027E+02   2.20154E-01  -1.88652E-01  -1.13482E-01
   1   960       49   9.00027E+02   2.20154E-01  -1.88652E-01  -1.13482E-01
   1   980       50   9.20027E+02   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1000       51   9.40027E+02   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1020       52   9.60027E+02   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1040       53   9.80027E+02   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1060       54   1.00003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1080       55   1.02003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1100       56   1.04003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1120       57   1.06003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1140       58   1.08003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1160       59   1.10003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1180       60   1.12003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1200       61   1.14003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1220       62   1.16003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1240       63   1.18003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1260       64   1.20003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1280       65   1.22003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1300       66   1.24003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1320       67   1.26003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1340       68   1.28003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1360       69   1.30003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1380       70   1.32003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1400       71   1.34003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1420       72   1.36003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1440       73   1.38003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1460       74   1.40003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1480       75   1.42003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1500       76   1.44003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1520       77   1.46003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1540       78   1.48003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1560       79   1.50003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1580       80   1.52003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1600       81   1.54003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1620       82   1.56003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1640       83   1.58003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1660       84   1.60003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1680       85   1.62003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1700       86   1.64003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1720       87   1.66003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1740       88   1.68003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1760       89   1.70003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1780       90   1.72003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1800       91   1.74003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1820       92   1.76003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1840       93   1.78003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1860       94   1.80003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1880       95   1.82003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1900       96   1.84003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1920       97   1.86003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1940       98   1.88003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1960       99   1.90003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1980      100   1.92003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2000      101   1.94003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2020      102   1.96003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2040      103   1.98003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2060      104   2.00003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2080      105   2.02003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2100      106   2.04003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2120      107   2.06003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2140      108   2.08003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2160      109   2.10003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2180      110   2.12003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2200      111   2.14003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2220      112   2.16003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2240      113   2.18003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2260      114   2.20003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2280      115   2.22003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2300      116   2.24003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2320      117   2.26003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2340      118   2.28003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2360      119   2.30003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2380      120   2.32003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2400      121   2.34003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2420      122   2.36003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2440      123   2.38003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2460      124   2.40003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2480      125   2.42003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2500      126   2.44003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2520      127   2.46003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2540      128   2.48003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2560      129   2.50003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2580      130   2.52003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2600      131   2.54003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2620      132   2.56003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2640      133   2.58003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2660      134   2.60003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2680      135   2.62003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2700      136   2.64003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2720      137   2.66003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2740      138   2.68003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2760      139   2.70003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2780      140   2.72003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2800      141   2.74003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2820      142   2.76003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2840      143   2.78003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2860      144   2.80003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2880      145   2.82003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2900      146   2.84003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2920      147   2.86003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2940      148   2.88003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2960      149   2.90003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2980      150   2.92003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  3000      151   2.94003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  3020      152   2.96003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  3040      153   2.98003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  3060      154   3.00003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  3080      155   3.02003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  3100      156   3.04003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  3120      157   3.06003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  3140      158   3.08003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  3160      159   3.10003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  3180      160   3.12003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
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   1  6920      347   6.86003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  6940      348   6.88003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  6960      349   6.90003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  6980      350   6.92003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7000      351   6.94003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7020      352   6.96003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7040      353   6.98003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7060      354   7.00003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7080      355   7.02003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7100      356   7.04003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7120      357   7.06003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7140      358   7.08003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7160      359   7.10003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7180      360   7.12003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7200      361   7.14003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7220      362   7.16003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7240      363   7.18003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7260      364   7.20003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7280      365   7.22003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7300      366   7.24003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7320      367   7.26003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7340      368   7.28003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7360      369   7.30003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7380      370   7.32003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7400      371   7.34003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7420      372   7.36003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7440      373   7.38003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7460      374   7.40003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7480      375   7.42003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7500      376   7.44003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7520      377   7.46003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7540      378   7.48003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7560      379   7.50003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7580      380   7.52003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7600      381   7.54003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7620      382   7.56003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7640      383   7.58003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7660      384   7.60003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7680      385   7.62003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7700      386   7.64003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7720      387   7.66003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7740      388   7.68003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7760      389   7.70003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7780      390   7.72003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7800      391   7.74003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7820      392   7.76003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7840      393   7.78003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7860      394   7.80003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7880      395   7.82003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7900      396   7.84003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7920      397   7.86003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7940      398   7.88003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7960      399   7.90003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7980      400   7.92003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8000      401   7.94003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8020      402   7.96003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8040      403   7.98003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8060      404   8.00003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8080      405   8.02003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8100      406   8.04003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8120      407   8.06003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8140      408   8.08003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8160      409   8.10003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8180      410   8.12003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8200      411   8.14003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8220      412   8.16003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8240      413   8.18003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8260      414   8.20003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8280      415   8.22003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8300      416   8.24003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8320      417   8.26003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8340      418   8.28003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8360      419   8.30003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8380      420   8.32003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8400      421   8.34003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8420      422   8.36003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8440      423   8.38003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8460      424   8.40003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8480      425   8.42003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8500      426   8.44003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8520      427   8.46003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8540      428   8.48003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8560      429   8.50003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8580      430   8.52003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8600      431   8.54003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8620      432   8.56003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8640      433   8.58003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8660      434   8.60003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8680      435   8.62003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8700      436   8.64003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8720      437   8.66003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8740      438   8.68003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8760      439   8.70003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8780      440   8.72003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8800      441   8.74003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8820      442   8.76003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8840      443   8.78003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8860      444   8.80003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8880      445   8.82003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8900      446   8.84003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8920      447   8.86003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8940      448   8.88003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8960      449   8.90003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8980      450   8.92003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9000      451   8.94003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9020      452   8.96003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9040      453   8.98003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9060      454   9.00003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9080      455   9.02003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9100      456   9.04003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9120      457   9.06003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9140      458   9.08003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9160      459   9.10003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9180      460   9.12003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9200      461   9.14003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9220      462   9.16003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9240      463   9.18003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9260      464   9.20003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9280      465   9.22003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9300      466   9.24003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9320      467   9.26003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9340      468   9.28003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9360      469   9.30003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9380      470   9.32003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9400      471   9.34003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9420      472   9.36003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9440      473   9.38003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9460      474   9.40003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9480      475   9.42003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9500      476   9.44003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9520      477   9.46003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9540      478   9.48003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9560      479   9.50003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9580      480   9.52003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9600      481   9.54003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9620      482   9.56003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9640      483   9.58003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9660      484   9.60003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9680      485   9.62003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9700      486   9.64003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9720      487   9.66003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9740      488   9.68003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9760      489   9.70003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9780      490   9.72003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9800      491   9.74003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9820      492   9.76003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9840      493   9.78003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9860      494   9.80003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9880      495   9.82003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9900      496   9.84003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9920      497   9.86003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9940      498   9.88003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9960      499   9.90003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9980      500   9.92003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1     1      501   9.94003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1    21      502   9.96003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1    41      503   9.98003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1    61  UZ  504   1.00000E+04   2.20154E-01  -1.88652E-01  -1.13482E-01

 Total Time    0.198E+00
tvbo_bif ... done
Starting tvbo_bif ...

  BR    PT  TY  LAB    PAR(4)        L2-NORM         U(1)          U(2)     
   1    10      505   3.84113E-01   4.84188E-01  -1.54099E-01  -4.59012E-01
   1    20      506   1.11508E+00   1.14127E+00  -8.61989E-02  -1.13801E+00
   1    30      507   1.83142E+00   1.83235E+00  -1.67729E-02  -1.83227E+00
   1    40      508   2.53283E+00   2.54204E+00   5.41468E-02  -2.54147E+00
   1    50      509   3.21915E+00   3.26759E+00   1.26514E-01  -3.26514E+00
   1    58  HB  510   3.74019E+00   3.83942E+00   1.83503E-01  -3.83503E+00
   1    60      511   3.87332E+00   3.98848E+00   1.98355E-01  -3.98355E+00
   1    70      512   4.53009E+00   4.74177E+00   2.73388E-01  -4.73388E+00
   1    80      513   5.17245E+00   5.50757E+00   3.49646E-01  -5.49646E+00
   1    90      514   5.80109E+00   6.28480E+00   4.27028E-01  -6.27028E+00
   1   100      515   6.41696E+00   7.07229E+00   5.05420E-01  -7.05420E+00
   1   110      516   7.02127E+00   7.86875E+00   5.84699E-01  -7.84699E+00
   1   120      517   7.61544E+00   8.67284E+00   6.64733E-01  -8.64733E+00
   1   130      518   8.20116E+00   9.48315E+00   7.45382E-01  -9.45382E+00
   1   140      519   8.78028E+00   1.02982E+01   8.26501E-01  -1.02650E+01
   1   150      520   9.35482E+00   1.11166E+01   9.07943E-01  -1.10794E+01
   1   160      521   9.92689E+00   1.19366E+01   9.89556E-01  -1.18956E+01
   1   170      522   1.04987E+01   1.27569E+01   1.07119E+00  -1.27119E+01
   1   180      523   1.10724E+01   1.35759E+01   1.15269E+00  -1.35269E+01
   1   190      524   1.16501E+01   1.43920E+01   1.23390E+00  -1.43390E+01
   1   200      525   1.22340E+01   1.52038E+01   1.31469E+00  -1.51469E+01
   1   210      526   1.28258E+01   1.60098E+01   1.39489E+00  -1.59489E+01
   1   220      527   1.34274E+01   1.68086E+01   1.47438E+00  -1.67438E+01
   1   230      528   1.40402E+01   1.75987E+01   1.55301E+00  -1.75301E+01
   1   240      529   1.46655E+01   1.83791E+01   1.63066E+00  -1.83066E+01
   1   250      530   1.53042E+01   1.91484E+01   1.70722E+00  -1.90722E+01
   1   260      531   1.59573E+01   1.99057E+01   1.78257E+00  -1.98257E+01
   1   265  HB  532   1.62598E+01   2.02466E+01   1.81650E+00  -2.01650E+01
   1   270      533   1.65952E+01   2.06174E+01   1.85339E+00  -2.05339E+01
   1   280      534   1.72774E+01   2.13485E+01   1.92615E+00  -2.12615E+01
   1   290      535   1.79747E+01   2.20653E+01   1.99747E+00  -2.19747E+01
   1   300      536   1.86870E+01   2.27671E+01   2.06731E+00  -2.26731E+01
   1   310      537   1.94140E+01   2.34537E+01   2.13563E+00  -2.33563E+01
   1   318  EP  538   2.00059E+01   2.39918E+01   2.18918E+00  -2.38918E+01

 Total Time    0.100E-01
tvbo_bif ... done
Starting tvbo_bif ...

  BR    PT  TY  LAB    PAR(4)        L2-NORM       MAX U(1)      MAX U(2)   
 510    10      539   3.74627E+00   3.86266E+00   2.73960E-01  -3.57366E+00
 510    20      540   3.78213E+00   3.99812E+00   4.27121E-01  -3.23281E+00
 510    30      541   3.84155E+00   4.21594E+00   5.70308E-01  -3.01200E+00
 510    40      542   3.90630E+00   4.44453E+00   6.86583E-01  -2.89043E+00
 510    50      543   3.97682E+00   4.68371E+00   7.91963E-01  -2.81801E+00
 510    60      544   4.05457E+00   4.93610E+00   8.92992E-01  -2.77766E+00
 510    70      545   4.14200E+00   5.20633E+00   9.93862E-01  -2.76219E+00
 510    80      546   4.24330E+00   5.50212E+00   1.09848E+00  -2.76936E+00
 510    90      547   4.36633E+00   5.83748E+00   1.21198E+00  -2.80124E+00
 510   100      548   4.52871E+00   6.24250E+00   1.34379E+00  -2.86758E+00
 510   110      549   4.78333E+00   6.80108E+00   1.51798E+00  -3.00320E+00
 510   120      550   5.23903E+00   7.62006E+00   1.75696E+00  -3.29118E+00
 510   130      551   5.68077E+00   8.26681E+00   1.92800E+00  -3.59402E+00
 510   140      552   6.07479E+00   8.76914E+00   2.04764E+00  -3.87327E+00
 510   150      553   6.46454E+00   9.22198E+00   2.14496E+00  -4.15463E+00
 510   160      554   6.87073E+00   9.66270E+00   2.23029E+00  -4.45195E+00
 510   170      555   7.30783E+00   1.01127E+01   2.30855E+00  -4.77586E+00
 510   180      556   7.78955E+00   1.05887E+01   2.38253E+00  -5.13742E+00
 510   190      557   8.33040E+00   1.11063E+01   2.45394E+00  -5.54933E+00
 510   200      558   8.94332E+00   1.16789E+01   2.52343E+00  -6.02474E+00
 510   210      559   9.62725E+00   1.23073E+01   2.58973E+00  -6.56822E+00
 510   220      560   1.03446E+01   1.29610E+01   2.64897E+00  -7.15734E+00
 510   230      561   1.10309E+01   1.35860E+01   2.69709E+00  -7.74568E+00
 510   240      562   1.16468E+01   1.41508E+01   2.73354E+00  -8.30261E+00
 510   250      563   1.21903E+01   1.46556E+01   2.76018E+00  -8.82617E+00
 510   260      564   1.26741E+01   1.51135E+01   2.77894E+00  -9.32816E+00
 510   270      565   1.31127E+01   1.55390E+01   2.79100E+00  -9.82478E+00
 510   280      566   1.35198E+01   1.59472E+01   2.79674E+00  -1.03361E+01
 510   290      567   1.39099E+01   1.63561E+01   2.79548E+00  -1.08915E+01
 510   300      568   1.43032E+01   1.67948E+01   2.78448E+00  -1.15473E+01
 510   310      569   1.47416E+01   1.73341E+01   2.75391E+00  -1.24550E+01
 510   320      570   1.52028E+01   1.79982E+01   2.68501E+00  -1.37390E+01
 510   330      571   1.54636E+01   1.84422E+01   2.61708E+00  -1.46930E+01
 510   340      572   1.56282E+01   1.87561E+01   2.55719E+00  -1.54092E+01
 510   350      573   1.57523E+01   1.90124E+01   2.49984E+00  -1.60194E+01
 510   360      574   1.58543E+01   1.92361E+01   2.44222E+00  -1.65733E+01
 510   370      575   1.59422E+01   1.94388E+01   2.38227E+00  -1.70961E+01
 510   380      576   1.60203E+01   1.96265E+01   2.31781E+00  -1.76051E+01
 510   390      577   1.60910E+01   1.98028E+01   2.24573E+00  -1.81161E+01
 510   400      578   1.61560E+01   1.99698E+01   2.16029E+00  -1.86504E+01
 510   410      579   1.62156E+01   2.01273E+01   2.04642E+00  -1.92558E+01
 510   420      580   1.62596E+01   2.02459E+01   1.83441E+00  -2.01073E+01
 510   430      581   1.62106E+01   2.01139E+01   2.05854E+00  -1.91967E+01
 510   440      582   1.61505E+01   1.99554E+01   2.16863E+00  -1.86015E+01
 510   450      583   1.60850E+01   1.97876E+01   2.25252E+00  -1.80704E+01
 510   460      584   1.60137E+01   1.96104E+01   2.32375E+00  -1.75604E+01
 510   470      585   1.59349E+01   1.94215E+01   2.38770E+00  -1.70508E+01
 510   480      586   1.58459E+01   1.92173E+01   2.44737E+00  -1.65259E+01
 510   490      587   1.57424E+01   1.89913E+01   2.50488E+00  -1.59683E+01
 510   500      588   1.56157E+01   1.87313E+01   2.56232E+00  -1.53513E+01
 510   510      589   1.54458E+01   1.84100E+01   2.62264E+00  -1.46215E+01
 510   520      590   1.51706E+01   1.79474E+01   2.69162E+00  -1.36344E+01
 510   530      591   1.46994E+01   1.72790E+01   2.75801E+00  -1.23568E+01
 510   540      592   1.42675E+01   1.67536E+01   2.78599E+00  -1.14828E+01
 510   550      593   1.38757E+01   1.63193E+01   2.79592E+00  -1.08396E+01
 510   560      594   1.34848E+01   1.59115E+01   2.79650E+00  -1.02897E+01
 510   570      595   1.30754E+01   1.55024E+01   2.79019E+00  -9.78067E+00
 510   580      596   1.26334E+01   1.50746E+01   2.77756E+00  -9.28432E+00
 510   590      597   1.21450E+01   1.46132E+01   2.75817E+00  -8.78103E+00
 510   600      598   1.15955E+01   1.41035E+01   2.73075E+00  -8.25490E+00
 510   610      599   1.09729E+01   1.35331E+01   2.69333E+00  -7.69481E+00
 510   620      600   1.02817E+01   1.29037E+01   2.64415E+00  -7.10471E+00
 510   630      601   9.56470E+00   1.22502E+01   2.58410E+00  -6.51785E+00
 510   640      602   8.88617E+00   1.16259E+01   2.51739E+00  -5.97997E+00
 510   650      603   8.27991E+00   1.10585E+01   2.44772E+00  -5.51059E+00
 510   660      604   7.74487E+00   1.05452E+01   2.37612E+00  -5.10367E+00
 510   670      605   7.26766E+00   1.00722E+01   2.30185E+00  -4.74592E+00
 510   680      606   6.83382E+00   9.62369E+00   2.22310E+00  -4.42477E+00
 510   690      607   6.42971E+00   9.18287E+00   2.13694E+00  -4.12933E+00
 510   700      608   6.04058E+00   8.72757E+00   2.03821E+00  -3.84878E+00
 510   710      609   5.64466E+00   8.21779E+00   1.91568E+00  -3.56877E+00
 510   720      610   5.19571E+00   7.55007E+00   1.73742E+00  -3.26240E+00
 510   730      611   4.75401E+00   6.74104E+00   1.49966E+00  -2.98626E+00
 510   740      612   4.51192E+00   6.20251E+00   1.33099E+00  -2.85978E+00
 510   750      613   4.35426E+00   5.80570E+00   1.20141E+00  -2.79727E+00
 510   760      614   4.23363E+00   5.47468E+00   1.08897E+00  -2.76780E+00
 510   770      615   4.13380E+00   5.18159E+00   9.84868E-01  -2.76265E+00
 510   780      616   4.04736E+00   4.91319E+00   8.84135E-01  -2.78015E+00
 510   790      617   3.97033E+00   4.66212E+00   7.82906E-01  -2.82296E+00
 510   800      618   3.90037E+00   4.42395E+00   6.76887E-01  -2.89881E+00
 510   810      619   3.83609E+00   4.19624E+00   5.59142E-01  -3.02624E+00
 510   820      620   3.77719E+00   3.97965E+00   4.11786E-01  -3.26172E+00
 510   830  LP  621   3.74116E+00   3.84313E+00   2.19249E-01  -3.72594E+00
 510   840      622   3.79103E+00   4.03124E+00   4.52771E-01  -3.18685E+00
 510   850      623   3.85133E+00   4.25103E+00   5.89639E-01  -2.98847E+00
 510   860      624   3.91692E+00   4.48119E+00   7.03563E-01  -2.87648E+00
 510   870      625   3.98845E+00   4.72221E+00   8.07928E-01  -2.80984E+00
 510   880      626   4.06752E+00   4.97703E+00   9.08681E-01  -2.77370E+00
 510   890      627   4.15678E+00   5.25064E+00   1.00987E+00  -2.76183E+00
 510   900      628   4.26082E+00   5.55145E+00   1.11547E+00  -2.77259E+00
 510   910      629   4.38843E+00   5.89506E+00   1.23103E+00  -2.80891E+00
 510   920      630   4.56006E+00   6.31608E+00   1.36722E+00  -2.88259E+00
 510   930      631   4.84032E+00   6.91487E+00   1.55242E+00  -3.03686E+00
 510   940      632   5.31418E+00   7.73831E+00   1.78954E+00  -3.34161E+00
 510   950      633   5.74396E+00   8.35123E+00   1.94896E+00  -3.63837E+00
 510   960      634   6.13535E+00   8.84194E+00   2.06396E+00  -3.91669E+00
 510   970      635   6.52657E+00   9.29105E+00   2.15893E+00  -4.19979E+00
 510   980      636   6.93669E+00   9.73201E+00   2.24291E+00  -4.50056E+00
 510   990      637   7.37986E+00   1.01850E+01   2.32035E+00  -4.82961E+00
 510  1000      638   7.86985E+00   1.06665E+01   2.39384E+00  -5.19816E+00
 510  1010      639   8.42125E+00   1.11919E+01   2.46494E+00  -5.61919E+00
 510  1020      640   9.04601E+00   1.17738E+01   2.53407E+00  -6.10538E+00
 510  1030      641   9.73879E+00   1.24092E+01   2.59959E+00  -6.65839E+00
 510  1040      642   1.04555E+01   1.30619E+01   2.65729E+00  -7.25055E+00
 510  1050      643   1.11323E+01   1.36786E+01   2.70352E+00  -7.83516E+00
 510  1060      644   1.17364E+01   1.42334E+01   2.73829E+00  -8.38645E+00
 510  1070      645   1.22695E+01   1.47300E+01   2.76359E+00  -8.90571E+00
 510  1080      646   1.27453E+01   1.51818E+01   2.78125E+00  -9.40572E+00
 510  1090      647   1.31781E+01   1.56036E+01   2.79232E+00  -9.90317E+00
 510  1100      648   1.35816E+01   1.60106E+01   2.79704E+00  -1.04190E+01
 510  1110      649   1.39705E+01   1.64216E+01   2.79452E+00  -1.09853E+01
 510  1120      650   1.43671E+01   1.68695E+01   2.78144E+00  -1.16662E+01
 510  1130      651   1.48185E+01   1.74365E+01   2.74567E+00  -1.26411E+01
 510  1140      652   1.52551E+01   1.80826E+01   2.67351E+00  -1.39148E+01
 510  1150      653   1.54934E+01   1.84970E+01   2.60738E+00  -1.48156E+01
 510  1160      654   1.56496E+01   1.87991E+01   2.54814E+00  -1.55099E+01
 510  1170      655   1.57695E+01   1.90491E+01   2.49090E+00  -1.61089E+01
 510  1180      656   1.58688E+01   1.92690E+01   2.43305E+00  -1.66566E+01
 510  1190      657   1.59550E+01   1.94690E+01   2.37255E+00  -1.71763E+01
 510  1200      658   1.60318E+01   1.96547E+01   2.30714E+00  -1.76845E+01
 510  1210      659   1.61016E+01   1.98295E+01   2.23347E+00  -1.81974E+01
 510  1220      660   1.61657E+01   1.99951E+01   2.14502E+00  -1.87384E+01
 510  1230      661   1.62244E+01   2.01508E+01   2.02335E+00  -1.93649E+01
 510  1240      662   1.62547E+01   2.02327E+01   1.89712E+00  -1.98890E+01
 510  1250      663   1.62016E+01   2.00898E+01   2.07871E+00  -1.90957E+01
 510  1260      664   1.61406E+01   1.99297E+01   2.18296E+00  -1.85158E+01
 510  1270      665   1.60743E+01   1.97606E+01   2.26431E+00  -1.79899E+01
 510  1280      666   1.60019E+01   1.95817E+01   2.33414E+00  -1.74811E+01
 510  1290      667   1.59217E+01   1.93907E+01   2.39726E+00  -1.69701E+01
 510  1300      668   1.58309E+01   1.91836E+01   2.45645E+00  -1.64414E+01
 510  1310      669   1.57245E+01   1.89533E+01   2.51381E+00  -1.58766E+01
 510  1320      670   1.55928E+01   1.86861E+01   2.57146E+00  -1.52467E+01
 510  1330      671   1.54126E+01   1.83505E+01   2.63265E+00  -1.44903E+01
 510  1340      672   1.51080E+01   1.78506E+01   2.70357E+00  -1.34381E+01
 510  1350      673   1.46264E+01   1.71856E+01   2.76442E+00  -1.21932E+01
 510  1360      674   1.42050E+01   1.66821E+01   2.78838E+00  -1.13723E+01
 510  1370      675   1.38151E+01   1.62547E+01   2.79653E+00  -1.07492E+01
 510  1380      676   1.34224E+01   1.58481E+01   2.79594E+00  -1.02083E+01
 510  1390      677   1.30088E+01   1.54371E+01   2.78864E+00  -9.70276E+00
 510  1400      678   1.25604E+01   1.50050E+01   2.77500E+00  -9.20649E+00
 510  1410      679   1.20634E+01   1.45370E+01   2.75445E+00  -8.70062E+00
 510  1420      680   1.15032E+01   1.40185E+01   2.72561E+00  -8.16969E+00
 510  1430      681   1.08688E+01   1.34381E+01   2.68643E+00  -7.60403E+00
 510  1440      682   1.01696E+01   1.28017E+01   2.63539E+00  -7.01146E+00
 510  1450      683   9.45463E+00   1.21494E+01   2.57398E+00  -6.42957E+00
 510  1460      684   8.78631E+00   1.15333E+01   2.50663E+00  -5.90199E+00
 510  1470      685   8.19181E+00   1.09750E+01   2.43665E+00  -5.44315E+00
 510  1480      686   7.66679E+00   1.04690E+01   2.36472E+00  -5.04482E+00
 510  1490      687   7.19729E+00   1.00008E+01   2.28988E+00  -4.69356E+00
 510  1500      688   6.76900E+00   9.55470E+00   2.21021E+00  -4.37712E+00
 510  1510      689   6.36828E+00   9.11331E+00   2.12251E+00  -4.08475E+00
 510  1520      690   5.97985E+00   8.65291E+00   2.02105E+00  -3.80544E+00
 510  1530      691   5.57969E+00   8.12809E+00   1.89286E+00  -3.52353E+00
 510  1540      692   5.11725E+00   7.41959E+00   1.70051E+00  -3.21084E+00
 510  1550      693   4.70620E+00   6.64089E+00   1.46888E+00  -2.95925E+00
 510  1560      694   4.48359E+00   6.13406E+00   1.30898E+00  -2.84706E+00
 510  1570      695   4.33353E+00   5.75058E+00   1.18300E+00  -2.79083E+00
 510  1580      696   4.21690E+00   5.42678E+00   1.07229E+00  -2.76549E+00
 510  1590      697   4.11953E+00   5.13821E+00   9.68993E-01  -2.76387E+00
 510  1600      698   4.03477E+00   4.87291E+00   8.68431E-01  -2.78505E+00
 510  1610      699   3.95897E+00   4.62410E+00   7.66767E-01  -2.83234E+00
 510  1620      700   3.88996E+00   4.38768E+00   6.59491E-01  -2.91461E+00
 510  1630      701   3.82650E+00   4.16152E+00   5.38841E-01  -3.05334E+00
 510  1640      702   3.76861E+00   3.94743E+00   3.82673E-01  -3.31965E+00
 510  1650      703   3.74309E+00   3.85052E+00   2.45679E-01  -3.65021E+00
 510  1660      704   3.79139E+00   4.03257E+00   4.53755E-01  -3.18515E+00
 510  1670      705   3.85172E+00   4.25243E+00   5.90397E-01  -2.98758E+00
 510  1680      706   3.91734E+00   4.48265E+00   7.04233E-01  -2.87595E+00
 510  1690      707   3.98892E+00   4.72375E+00   8.08561E-01  -2.80953E+00
 510  1700      708   4.06804E+00   4.97867E+00   9.09304E-01  -2.77356E+00
 510  1710      709   4.15738E+00   5.25241E+00   1.01051E+00  -2.76182E+00
 510  1720      710   4.26153E+00   5.55343E+00   1.11615E+00  -2.77273E+00
 510  1730      711   4.38933E+00   5.89738E+00   1.23180E+00  -2.80924E+00
 510  1740      712   4.56135E+00   6.31909E+00   1.36817E+00  -2.88322E+00
 510  1750      713   4.84272E+00   6.91959E+00   1.55384E+00  -3.03830E+00
 510  1760      714   5.31711E+00   7.74285E+00   1.79078E+00  -3.34358E+00
 510  1770      715   5.74646E+00   8.35453E+00   1.94977E+00  -3.64013E+00
 510  1780      716   6.13776E+00   8.84481E+00   2.06460E+00  -3.91842E+00
 510  1790      717   6.52905E+00   9.29379E+00   2.15948E+00  -4.20160E+00
 510  1800      718   6.93933E+00   9.73477E+00   2.24341E+00  -4.50252E+00
 510  1810      719   7.38274E+00   1.01879E+01   2.32081E+00  -4.83177E+00
 510  1820      720   7.87307E+00   1.06696E+01   2.39428E+00  -5.20060E+00
 510  1830      721   8.42489E+00   1.11954E+01   2.46537E+00  -5.62199E+00
 510  1840      722   9.05013E+00   1.17776E+01   2.53450E+00  -6.10862E+00
 510  1850      723   9.74324E+00   1.24133E+01   2.59998E+00  -6.66201E+00
 510  1860      724   1.04599E+01   1.30659E+01   2.65761E+00  -7.25425E+00
 510  1870      725   1.11362E+01   1.36822E+01   2.70377E+00  -7.83869E+00
 510  1880      726   1.17399E+01   1.42367E+01   2.73848E+00  -8.38978E+00
 510  1890      727   1.22727E+01   1.47329E+01   2.76373E+00  -8.90886E+00
 510  1900      728   1.27481E+01   1.51845E+01   2.78133E+00  -9.40880E+00
 510  1910      729   1.31807E+01   1.56061E+01   2.79237E+00  -9.90628E+00
 510  1920      730   1.35840E+01   1.60131E+01   2.79705E+00  -1.04224E+01
 510  1930      731   1.39729E+01   1.64243E+01   2.79448E+00  -1.09891E+01
 510  1940      732   1.43697E+01   1.68726E+01   2.78131E+00  -1.16710E+01
 510  1950      733   1.48217E+01   1.74407E+01   2.74532E+00  -1.26488E+01
 510  1960      734   1.52571E+01   1.80858E+01   2.67306E+00  -1.39215E+01
 510  1970      735   1.54945E+01   1.84991E+01   2.60700E+00  -1.48204E+01
 510  1980      736   1.56504E+01   1.88007E+01   2.54778E+00  -1.55138E+01
 510  1990      737   1.57701E+01   1.90506E+01   2.49054E+00  -1.61125E+01
 510  2000  EP  738   1.58694E+01   1.92703E+01   2.43268E+00  -1.66599E+01

 Total Time    0.803E+01
tvbo_bif ... done
Starting tvbo_bif ...

  BR    PT  TY  LAB    PAR(4)        L2-NORM       MAX U(1)      MAX U(2)   
 532    10      539   1.62507E+01   2.02218E+01   1.92356E+00  -1.97889E+01
 532    20      540   1.62044E+01   2.00972E+01   2.07268E+00  -1.91263E+01
 532    30      541   1.61436E+01   1.99376E+01   2.17862E+00  -1.85420E+01
 532    40      542   1.60776E+01   1.97689E+01   2.26072E+00  -1.80146E+01
 532    50      543   1.60055E+01   1.95905E+01   2.33097E+00  -1.75054E+01
 532    60      544   1.59258E+01   1.94002E+01   2.39434E+00  -1.69949E+01
 532    70      545   1.58355E+01   1.91940E+01   2.45367E+00  -1.64674E+01
 532    80      546   1.57300E+01   1.89650E+01   2.51107E+00  -1.59049E+01
 532    90      547   1.55999E+01   1.87001E+01   2.56865E+00  -1.52791E+01
 532   100      548   1.54231E+01   1.83691E+01   2.62955E+00  -1.45312E+01
 532   110      549   1.51280E+01   1.78812E+01   2.69989E+00  -1.34997E+01
 532   120      550   1.46485E+01   1.72137E+01   2.76256E+00  -1.22420E+01
 532   130      551   1.42241E+01   1.67038E+01   2.78768E+00  -1.14057E+01
 532   140      552   1.38337E+01   1.62745E+01   2.79637E+00  -1.07767E+01
 532   150      553   1.34416E+01   1.58675E+01   2.79613E+00  -1.02332E+01
 532   160      554   1.30293E+01   1.54572E+01   2.78913E+00  -9.72664E+00
 532   170      555   1.25830E+01   1.50264E+01   2.77580E+00  -9.23040E+00
 532   180      556   1.20886E+01   1.45605E+01   2.75561E+00  -8.72536E+00
 532   190      557   1.15317E+01   1.40448E+01   2.72721E+00  -8.19594E+00
 532   200      558   1.09009E+01   1.34674E+01   2.68858E+00  -7.63196E+00
 532   210      559   1.02040E+01   1.28331E+01   2.63811E+00  -7.04005E+00
 532   220      560   9.48829E+00   1.21802E+01   2.57710E+00  -6.45652E+00
 532   230      561   8.81676E+00   1.15615E+01   2.50994E+00  -5.92574E+00
 532   240      562   8.21866E+00   1.10005E+01   2.44005E+00  -5.46369E+00
 532   250      563   7.69060E+00   1.04923E+01   2.36822E+00  -5.06275E+00
 532   260      564   7.21878E+00   1.00226E+01   2.29357E+00  -4.70954E+00
 532   270      565   6.78882E+00   9.57585E+00   2.21418E+00  -4.39169E+00
 532   280      566   6.38709E+00   9.13470E+00   2.12697E+00  -4.09839E+00
 532   290      567   5.99851E+00   8.67597E+00   2.02638E+00  -3.81873E+00
 532   300      568   5.59977E+00   8.15603E+00   1.90001E+00  -3.53749E+00
 532   310      569   5.14145E+00   7.46036E+00   1.71211E+00  -3.22665E+00
 532   320      570   4.72033E+00   6.67079E+00   1.47809E+00  -2.96716E+00
 532   330      571   4.49210E+00   6.15475E+00   1.31565E+00  -2.85082E+00
 532   340      572   4.33981E+00   5.76734E+00   1.18861E+00  -2.79272E+00
 532   350      573   4.22198E+00   5.44139E+00   1.07739E+00  -2.76614E+00
 532   360      574   4.12388E+00   5.15146E+00   9.73855E-01  -2.76343E+00
 532   370      575   4.03861E+00   4.88523E+00   8.73252E-01  -2.78348E+00
 532   380      576   3.96244E+00   4.63573E+00   7.71733E-01  -2.82938E+00
 532   390      577   3.89314E+00   4.39878E+00   6.64861E-01  -2.90962E+00
 532   400      578   3.82943E+00   4.17215E+00   5.45145E-01  -3.04475E+00
 532   410      579   3.77122E+00   3.95723E+00   3.91906E-01  -3.30084E+00
 532   420      580   3.74878E+00   3.87225E+00   2.91355E-01  -3.52881E+00
 532   430      581   3.80309E+00   4.07585E+00   4.84433E-01  -3.13412E+00
 532   440      582   3.86450E+00   4.29798E+00   6.14518E-01  -2.96019E+00
 532   450      583   3.93124E+00   4.53025E+00   7.25760E-01  -2.85961E+00
 532   460      584   4.00418E+00   4.77383E+00   8.28988E-01  -2.80012E+00
 532   470      585   4.08510E+00   5.03206E+00   9.29520E-01  -2.76936E+00
 532   480      586   4.17696E+00   5.31046E+00   1.03127E+00  -2.76218E+00
 532   490      587   4.28494E+00   5.61851E+00   1.13840E+00  -2.77782E+00
 532   500      588   4.41935E+00   5.97427E+00   1.25707E+00  -2.82045E+00
 532   510      589   4.60539E+00   6.41996E+00   1.40004E+00  -2.90528E+00
 532   520      590   4.92674E+00   7.08053E+00   1.60190E+00  -3.08953E+00
 532   530      591   5.40984E+00   7.88344E+00   1.82877E+00  -3.40655E+00
 532   540      592   5.82658E+00   8.45917E+00   1.97526E+00  -3.69662E+00
 532   550      593   6.21579E+00   8.93711E+00   2.08491E+00  -3.97455E+00
 532   560      594   6.60964E+00   9.38246E+00   2.17707E+00  -4.26040E+00
 532   570      595   7.02550E+00   9.82446E+00   2.25942E+00  -4.56620E+00
 532   580      596   7.47723E+00   1.02821E+01   2.33586E+00  -4.90245E+00
 532   590      597   7.97875E+00   1.07714E+01   2.40876E+00  -5.28077E+00
 532   600      598   8.54464E+00   1.13078E+01   2.47947E+00  -5.71440E+00
 532   610      599   9.18498E+00   1.19019E+01   2.54807E+00  -6.21504E+00
 532   620      600   9.88777E+00   1.25451E+01   2.61237E+00  -6.77961E+00
 532   630      601   1.06010E+01   1.31943E+01   2.66788E+00  -7.37385E+00
 532   640      602   1.12639E+01   1.37990E+01   2.71162E+00  -7.95257E+00
 532   650      603   1.18525E+01   1.43409E+01   2.74425E+00  -8.49652E+00
 532   660      604   1.23725E+01   1.48269E+01   2.76784E+00  -9.01055E+00
 532   670      605   1.28382E+01   1.52713E+01   2.78406E+00  -9.50856E+00
 532   680      606   1.32638E+01   1.56887E+01   2.79383E+00  -1.00079E+01
 532   690      607   1.36629E+01   1.60948E+01   2.79718E+00  -1.05310E+01
 532   700      608   1.40512E+01   1.65100E+01   2.79287E+00  -1.11139E+01
 532   710      609   1.44540E+01   1.69730E+01   2.77664E+00  -1.18341E+01
 532   720      610   1.49230E+01   1.75803E+01   2.73268E+00  -1.29098E+01
 532   730      611   1.53163E+01   1.81841E+01   2.65882E+00  -1.41297E+01
 532   740      612   1.55302E+01   1.85659E+01   2.59474E+00  -1.49712E+01
 532   750      613   1.56767E+01   1.88542E+01   2.53620E+00  -1.56401E+01
 532   760      614   1.57915E+01   1.90968E+01   2.47901E+00  -1.62259E+01
 532   770      615   1.58876E+01   1.93119E+01   2.42077E+00  -1.67661E+01
 532   780      616   1.59716E+01   1.95086E+01   2.35947E+00  -1.72822E+01
 532   790      617   1.60468E+01   1.96918E+01   2.29268E+00  -1.77899E+01
 532   800      618   1.61153E+01   1.98646E+01   2.21665E+00  -1.83063E+01
 532   810      619   1.61783E+01   2.00283E+01   2.12362E+00  -1.88581E+01
 532   820      620   1.62357E+01   2.01811E+01   1.98853E+00  -1.95215E+01
 532   828  BP  621   1.62578E+01   2.02413E+01   1.86668E+00  -1.99982E+01
 532   830      622   1.62499E+01   2.02197E+01   1.92798E+00  -1.97717E+01
 532   840      623   1.61952E+01   2.00729E+01   2.09188E+00  -1.90279E+01
 532   850      624   1.61337E+01   1.99118E+01   2.19259E+00  -1.84570E+01
 532   860      625   1.60668E+01   1.97416E+01   2.27234E+00  -1.79343E+01
 532   870      626   1.59936E+01   1.95616E+01   2.34126E+00  -1.74260E+01
 532   880      627   1.59124E+01   1.93691E+01   2.40384E+00  -1.69138E+01
 532   890      628   1.58202E+01   1.91599E+01   2.46273E+00  -1.63822E+01
 532   900      629   1.57116E+01   1.89264E+01   2.52001E+00  -1.58121E+01
 532   910      630   1.55762E+01   1.86539E+01   2.57786E+00  -1.51723E+01
 532   920      631   1.53879E+01   1.83071E+01   2.63973E+00  -1.43952E+01
 532   930      632   1.50603E+01   1.77789E+01   2.71191E+00  -1.32949E+01
 532   940      633   1.45772E+01   1.71239E+01   2.76830E+00  -1.20870E+01
 532   950      634   1.41620E+01   1.66335E+01   2.78982E+00  -1.12982E+01
 532   960      635   1.37730E+01   1.62102E+01   2.79683E+00  -1.06876E+01
 532   970      636   1.33788E+01   1.58040E+01   2.79545E+00  -1.01522E+01
 532   980      637   1.29620E+01   1.53914E+01   2.78746E+00  -9.64881E+00
 532   990      638   1.25091E+01   1.49562E+01   2.77312E+00  -9.15234E+00
 532  1000      639   1.20059E+01   1.44834E+01   2.75175E+00  -8.64443E+00
 532  1010      640   1.14380E+01   1.39586E+01   2.72189E+00  -8.11003E+00
 532  1020      641   1.07955E+01   1.33713E+01   2.68148E+00  -7.54058E+00
 532  1030      642   1.00915E+01   1.27306E+01   2.62916E+00  -6.94686E+00
 532  1040      643   9.37895E+00   1.20801E+01   2.56687E+00  -6.36911E+00
 532  1050      644   8.71810E+00   1.14698E+01   2.49913E+00  -5.84890E+00
 532  1060      645   8.13167E+00   1.09177E+01   2.42895E+00  -5.39720E+00
 532  1070      646   7.61339E+00   1.04166E+01   2.35676E+00  -5.00465E+00
 532  1080      647   7.14904E+00   9.95159E+00   2.28151E+00  -4.65773E+00
 532  1090      648   6.72440E+00   9.50689E+00   2.20115E+00  -4.34442E+00
 532  1100      649   6.32583E+00   9.06478E+00   2.11231E+00  -4.05402E+00
 532  1110      650   5.93757E+00   8.60026E+00   2.00878E+00  -3.77532E+00
 532  1120      651   5.53373E+00   8.06341E+00   1.87617E+00  -3.49170E+00
 532  1130      652   5.06257E+00   7.32567E+00   1.67358E+00  -3.17539E+00
 532  1140      653   4.67583E+00   6.57575E+00   1.44872E+00  -2.94254E+00
 532  1150      654   4.46489E+00   6.08821E+00   1.29417E+00  -2.83898E+00
 532  1160      655   4.31961E+00   5.71314E+00   1.17043E+00  -2.78679E+00
 532  1170      656   4.20555E+00   5.39402E+00   1.06082E+00  -2.76422E+00
 532  1180      657   4.10980E+00   5.10844E+00   9.58012E-01  -2.76504E+00
 532  1190      658   4.02615E+00   4.84519E+00   8.57515E-01  -2.78883E+00
 532  1200      659   3.95118E+00   4.59788E+00   7.55490E-01  -2.83935E+00
 532  1210      660   3.88282E+00   4.36265E+00   6.47238E-01  -2.92634E+00
 532  1220      661   3.81992E+00   4.13758E+00   5.24316E-01  -3.07373E+00
 532  1230      662   3.76282E+00   3.92558E+00   3.60611E-01  -3.36628E+00
 532  1240      663   3.75631E+00   3.90091E+00   3.32288E-01  -3.42972E+00
 532  1250      664   3.81235E+00   4.10990E+00   5.06907E-01  -3.09929E+00
 532  1260      665   3.87459E+00   4.33368E+00   6.32781E-01  -2.94084E+00
 532  1270      666   3.94221E+00   4.56757E+00   7.42282E-01  -2.84802E+00
 532  1280      667   4.01626E+00   4.81318E+00   8.44799E-01  -2.79360E+00
 532  1290      668   4.09866E+00   5.07413E+00   9.45273E-01  -2.76674E+00
 532  1300      669   4.19262E+00   5.35641E+00   1.04757E+00  -2.76308E+00
 532  1310      670   4.30386E+00   5.67040E+00   1.15600E+00  -2.78251E+00
 532  1320      671   4.44402E+00   6.03641E+00   1.27735E+00  -2.83028E+00
 532  1330      672   4.64296E+00   6.50388E+00   1.42634E+00  -2.92488E+00
 532  1340      673   4.99977E+00   7.21452E+00   1.64132E+00  -3.13527E+00
 532  1350      674   5.47922E+00   7.98527E+00   1.85576E+00  -3.45410E+00
 532  1360      675   5.88819E+00   8.53802E+00   1.99411E+00  -3.74024E+00
 532  1370      676   6.27661E+00   9.00803E+00   2.10022E+00  -4.01844E+00
 532  1380      677   6.67292E+00   9.45133E+00   2.19048E+00  -4.30669E+00
 532  1390      678   7.09351E+00   9.89465E+00   2.27170E+00  -4.61654E+00
 532  1400      679   7.55208E+00   1.03562E+01   2.34746E+00  -4.95858E+00
 532  1410      680   8.06273E+00   1.08519E+01   2.41995E+00  -5.34465E+00
 532  1420      681   8.63989E+00   1.13969E+01   2.49037E+00  -5.78814E+00
 532  1430      682   9.29172E+00   1.20000E+01   2.55852E+00  -6.29967E+00
 532  1440      683   1.00005E+01   1.26478E+01   2.62176E+00  -6.87193E+00
 532  1450      684   1.07093E+01   1.32928E+01   2.67552E+00  -7.46636E+00
 532  1460      685   1.13610E+01   1.38880E+01   2.71742E+00  -8.04008E+00
 532  1470      686   1.19381E+01   1.44203E+01   2.74849E+00  -8.57867E+00
 532  1480      687   1.24486E+01   1.48989E+01   2.77083E+00  -9.08917E+00
 532  1490      688   1.29071E+01   1.53380E+01   2.78601E+00  -9.58615E+00
 532  1500      689   1.33277E+01   1.57526E+01   2.79479E+00  -1.00875E+01
 532  1510      690   1.37240E+01   1.61585E+01   2.79706E+00  -1.06171E+01
 532  1520      691   1.41124E+01   1.65778E+01   2.79130E+00  -1.12145E+01
 532  1530      692   1.45214E+01   1.70549E+01   2.77231E+00  -1.19702E+01
 532  1540      693   1.50005E+01   1.76910E+01   2.72151E+00  -1.31225E+01
 532  1550      694   1.53574E+01   1.82541E+01   2.64814E+00  -1.42801E+01
 532  1560      695   1.55562E+01   1.86153E+01   2.58535E+00  -1.50839E+01
 532  1570      696   1.56963E+01   1.88946E+01   2.52723E+00  -1.57360E+01
 532  1580      697   1.58075E+01   1.91320E+01   2.47002E+00  -1.63128E+01
 532  1590      698   1.59015E+01   1.93437E+01   2.41143E+00  -1.68481E+01
 532  1600      699   1.59839E+01   1.95380E+01   2.34944E+00  -1.73618E+01
 532  1610      700   1.60579E+01   1.97195E+01   2.28151E+00  -1.78697E+01
 532  1620      701   1.61255E+01   1.98908E+01   2.20351E+00  -1.83894E+01
 532  1630      702   1.61877E+01   2.00531E+01   2.10647E+00  -1.89509E+01
 532  1640      703   1.62438E+01   2.02030E+01   1.95761E+00  -1.96526E+01
 532  1650      704   1.62371E+01   2.01850E+01   1.98345E+00  -1.95435E+01
 532  1660      705   1.61800E+01   2.00327E+01   2.12069E+00  -1.88741E+01
 532  1670      706   1.61171E+01   1.98692E+01   2.21438E+00  -1.83207E+01
 532  1680      707   1.60487E+01   1.96967E+01   2.29074E+00  -1.78039E+01
 532  1690      708   1.59737E+01   1.95137E+01   2.35772E+00  -1.72961E+01
 532  1700      709   1.58901E+01   1.93175E+01   2.41915E+00  -1.67805E+01
 532  1710      710   1.57943E+01   1.91030E+01   2.47744E+00  -1.62411E+01
 532  1720      711   1.56802E+01   1.88614E+01   2.53463E+00  -1.56570E+01
 532  1730      712   1.55349E+01   1.85747E+01   2.59309E+00  -1.49912E+01
 532  1740      713   1.53238E+01   1.81968E+01   2.65693E+00  -1.41568E+01
 532  1750      714   1.49371E+01   1.76003E+01   2.73074E+00  -1.29477E+01
 532  1760      715   1.44657E+01   1.69870E+01   2.77593E+00  -1.18573E+01
 532  1770      716   1.40619E+01   1.65218E+01   2.79262E+00  -1.11312E+01
 532  1780      717   1.36736E+01   1.61059E+01   2.79717E+00  -1.05459E+01
 532  1790      718   1.32750E+01   1.56999E+01   2.79401E+00  -1.00218E+01
 532  1800      719   1.28503E+01   1.52830E+01   2.78442E+00  -9.52211E+00
 532  1810      720   1.23859E+01   1.48396E+01   2.76837E+00  -9.02432E+00
 532  1820      721   1.18675E+01   1.43549E+01   2.74501E+00  -8.51094E+00
 532  1830      722   1.12810E+01   1.38147E+01   2.71266E+00  -7.96794E+00
 532  1840      723   1.06201E+01   1.32116E+01   2.66924E+00  -7.39008E+00
 532  1850      724   9.90749E+00   1.25630E+01   2.61403E+00  -6.79572E+00
 532  1860      725   9.20355E+00   1.19190E+01   2.54991E+00  -6.22973E+00
 532  1870      726   8.56116E+00   1.13233E+01   2.48138E+00  -5.72716E+00
 532  1880      727   7.99331E+00   1.07854E+01   2.41072E+00  -5.29183E+00
 532  1890      728   7.49022E+00   1.02950E+01   2.33789E+00  -4.91219E+00
 532  1900      729   7.03732E+00   9.83670E+00   2.26157E+00  -4.57492E+00
 532  1910      730   6.62065E+00   9.39450E+00   2.17944E+00  -4.26845E+00
 532  1920      731   6.22640E+00   8.94956E+00   2.08761E+00  -3.98221E+00
 532  1930      732   5.83738E+00   8.47310E+00   1.97861E+00  -3.70426E+00
 532  1940      733   5.42217E+00   7.90174E+00   1.83365E+00  -3.41496E+00
 532  1950      734   4.93939E+00   7.10413E+00   1.60888E+00  -3.09737E+00
 532  1960      735   4.61174E+00   6.43428E+00   1.40454E+00  -2.90855E+00
 532  1970      736   4.42357E+00   5.98498E+00   1.26057E+00  -2.82210E+00
 532  1980      737   4.28820E+00   5.62749E+00   1.14146E+00  -2.77860E+00
 532  1990      738   4.17966E+00   5.31844E+00   1.03411E+00  -2.76230E+00
 532  2000  EP  739   4.08745E+00   5.03937E+00   9.32271E-01  -2.76886E+00

 Total Time    0.806E+01
tvbo_bif ... done

Codim-2 Bifurcation Analysis

Codim-2 continuation traces how bifurcation points (folds, Hopfs) move in a two-parameter plane. This reveals cusp, Bogdanov-Takens (BT), and generalized Hopf (GH) organizing centers.

Choose parameter pairs that interact nonlinearly — e.g. I (nullcline shift) with b (nullcline slope), not two shift parameters like I and a which produce trivially parallel curves.

Both backends support codim-2 — add a continuation with free_parameters inside a branch:

cont_c2 = Continuation.from_string(
    """\
name: eq_I_with_codim2
dynamics: Generic2dOscillator

free_parameters:
    - name: I
      domain:
          lo: "-10"
          hi: "20"

branches:
    - name: po_from_hopf
      source_point: "hopf:all"
    - name: hopf_curve_in_b
      source_point: "hopf:all"
      bothside: true
      continuation:
          name: c2_hopf_in_b
          free_parameters:
              - name: b
                domain:
                    lo: "-20"
                    hi: "0"
          max_steps: 500
          ds: 0.01
"""
)

exp_c2 = SimulationExperiment(dynamics=model, continuations=[cont_c2])

BifurcationKit.jl codim-2

result_c2_jl = exp_c2.run("bifurcationkit.jl")
result_c2_jl.plot_codim2()

┌ Warning: More than one Event was detected bt-bp. We call the continuous event to save data in the branch.
└ @ BifurcationKit ~/.julia/packages/BifurcationKit/Y3DPO/src/events/EventDetection.jl:351
┌ Warning: [Codim 2 Hopf - Finalizer] The Hopf curve seems to be close to a BT point: ω ≈ 1.1908649255648495e-11. Stopping computations at (2.088635599387638, -0.9998555305057149). If the BT point is not detected, try lowering Newton tolerance or dsmax.
└ @ BifurcationKit ~/.julia/packages/BifurcationKit/Y3DPO/src/codim2/MinAugHopf.jl:477

┌ Error: Failure to converge with given tolerance = 1.0e-12.
│ Step = 112
│ You can decrease the tolerance or pass a different norm using the argument `normC`.
│ We reached the smallest value [dsmin] valid for ds, namely 0.0001.
│ Stopping continuation at continuation step 112.
└ @ BifurcationKit ~/.julia/packages/BifurcationKit/Y3DPO/src/continuation/Contbase.jl:73

PyRates/PyCoBi codim-2

result_c2_py = exp_c2.run("pyrates-bifurcation")
result_c2_py.plot_codim2()

Compilation Progress
--------------------
    (1) Translating the circuit template into a networkx graph representation...
        ...finished.
    (2) Preprocessing edge transmission operations...
        ...finished.
    (3) Parsing the model equations into a compute graph...
        ...finished.
    Model compilation was finished.
gfortran -g -fopenmp -O -c tvbo_bif.f90 -o tvbo_bif.o
gfortran -g -fopenmp -O tvbo_bif.o -o tvbo_bif.exe /Applications/auto-07p/lib/*.o
Starting tvbo_bif ...

  BR    PT  TY  LAB    PAR(14)       L2-NORM         U(1)          U(2)     
   1     1  EP    1   0.00000E+00   1.41421E-01   1.00000E-01   1.00000E-01
   1    20        2   1.37817E+00   1.03400E-01   1.02233E-01   1.54945E-02
   1    40        3   9.39335E+00   4.22403E-01   7.06658E-02  -4.16450E-01
   1    60        4   1.76917E+01   6.93462E-01  -2.47192E-02  -6.93021E-01
   1    80        5   2.59942E+01   7.70212E-01  -1.43672E-01  -7.56694E-01
   1   100        6   4.06261E+01   5.63330E-01  -2.80740E-01  -4.88391E-01
   1   120        7   6.00287E+01   2.74659E-01  -2.68904E-01  -5.59339E-02
   1   140        8   8.00280E+01   1.96252E-01  -1.91538E-01   4.27550E-02
   1   160        9   1.00028E+02   1.75926E-01  -1.59850E-01  -7.34709E-02
   1   180       10   1.20027E+02   2.36790E-01  -1.75648E-01  -1.58799E-01
   1   200       11   1.40027E+02   2.44401E-01  -1.94638E-01  -1.47810E-01
   1   220       12   1.60027E+02   2.24926E-01  -1.96024E-01  -1.10301E-01
   1   240       13   1.80027E+02   2.13798E-01  -1.89394E-01  -9.91948E-02
   1   260       14   2.00027E+02   2.15654E-01  -1.86145E-01  -1.08889E-01
   1   280       15   2.20027E+02   2.20922E-01  -1.87344E-01  -1.17085E-01
   1   300       16   2.40027E+02   2.22200E-01  -1.89079E-01  -1.16712E-01
   1   320       17   2.60027E+02   2.20701E-01  -1.89326E-01  -1.13423E-01
   1   340       18   2.80027E+02   2.19604E-01  -1.88763E-01  -1.12225E-01
   1   360       19   3.00027E+02   2.19720E-01  -1.88440E-01  -1.12993E-01
   1   380       20   3.20027E+02   2.20188E-01  -1.88523E-01  -1.13763E-01
   1   400       21   3.40027E+02   2.20334E-01  -1.88680E-01  -1.13784E-01
   1   420       22   3.60027E+02   2.20214E-01  -1.88713E-01  -1.13498E-01
   1   440       23   3.80027E+02   2.20110E-01  -1.88666E-01  -1.13374E-01
   1   460       24   4.00027E+02   2.20113E-01  -1.88634E-01  -1.13432E-01
   1   480       25   4.20027E+02   2.20154E-01  -1.88639E-01  -1.13504E-01
   1   500       26   4.40027E+02   2.20170E-01  -1.88653E-01  -1.13510E-01
   1   520       27   4.60027E+02   2.20160E-01  -1.88657E-01  -1.13486E-01
   1   540       28   4.80027E+02   2.20151E-01  -1.88653E-01  -1.13473E-01
   1   560       29   5.00027E+02   2.20150E-01  -1.88650E-01  -1.13477E-01
   1   580       30   5.20027E+02   2.20154E-01  -1.88651E-01  -1.13484E-01
   1   600       31   5.40027E+02   2.20155E-01  -1.88652E-01  -1.13485E-01
   1   620       32   5.60027E+02   2.20155E-01  -1.88652E-01  -1.13483E-01
   1   640       33   5.80027E+02   2.20154E-01  -1.88652E-01  -1.13482E-01
   1   660       34   6.00027E+02   2.20154E-01  -1.88652E-01  -1.13482E-01
   1   680       35   6.20027E+02   2.20154E-01  -1.88652E-01  -1.13483E-01
   1   700       36   6.40027E+02   2.20154E-01  -1.88652E-01  -1.13483E-01
   1   720       37   6.60027E+02   2.20154E-01  -1.88652E-01  -1.13483E-01
   1   740       38   6.80027E+02   2.20154E-01  -1.88652E-01  -1.13482E-01
   1   760       39   7.00027E+02   2.20154E-01  -1.88652E-01  -1.13482E-01
   1   780       40   7.20027E+02   2.20154E-01  -1.88652E-01  -1.13482E-01
   1   800       41   7.40027E+02   2.20154E-01  -1.88652E-01  -1.13482E-01
   1   820       42   7.60027E+02   2.20154E-01  -1.88652E-01  -1.13482E-01
   1   840       43   7.80027E+02   2.20154E-01  -1.88652E-01  -1.13482E-01
   1   860       44   8.00027E+02   2.20154E-01  -1.88652E-01  -1.13482E-01
   1   880       45   8.20027E+02   2.20154E-01  -1.88652E-01  -1.13482E-01
   1   900       46   8.40027E+02   2.20154E-01  -1.88652E-01  -1.13482E-01
   1   920       47   8.60027E+02   2.20154E-01  -1.88652E-01  -1.13482E-01
   1   940       48   8.80027E+02   2.20154E-01  -1.88652E-01  -1.13482E-01
   1   960       49   9.00027E+02   2.20154E-01  -1.88652E-01  -1.13482E-01
   1   980       50   9.20027E+02   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1000       51   9.40027E+02   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1020       52   9.60027E+02   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1040       53   9.80027E+02   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1060       54   1.00003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1080       55   1.02003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1100       56   1.04003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1120       57   1.06003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1140       58   1.08003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1160       59   1.10003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1180       60   1.12003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1200       61   1.14003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1220       62   1.16003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1240       63   1.18003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1260       64   1.20003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1280       65   1.22003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1300       66   1.24003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1320       67   1.26003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1340       68   1.28003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1360       69   1.30003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1380       70   1.32003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1400       71   1.34003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1420       72   1.36003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1440       73   1.38003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1460       74   1.40003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1480       75   1.42003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1500       76   1.44003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1520       77   1.46003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1540       78   1.48003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1560       79   1.50003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1580       80   1.52003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1600       81   1.54003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1620       82   1.56003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1640       83   1.58003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1660       84   1.60003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1680       85   1.62003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1700       86   1.64003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1720       87   1.66003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1740       88   1.68003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1760       89   1.70003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1780       90   1.72003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1800       91   1.74003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1820       92   1.76003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1840       93   1.78003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1860       94   1.80003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1880       95   1.82003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1900       96   1.84003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1920       97   1.86003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1940       98   1.88003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1960       99   1.90003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  1980      100   1.92003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2000      101   1.94003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2020      102   1.96003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2040      103   1.98003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2060      104   2.00003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2080      105   2.02003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2100      106   2.04003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2120      107   2.06003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2140      108   2.08003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2160      109   2.10003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2180      110   2.12003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2200      111   2.14003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2220      112   2.16003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2240      113   2.18003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2260      114   2.20003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2280      115   2.22003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2300      116   2.24003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2320      117   2.26003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2340      118   2.28003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2360      119   2.30003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2380      120   2.32003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2400      121   2.34003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2420      122   2.36003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2440      123   2.38003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2460      124   2.40003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2480      125   2.42003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2500      126   2.44003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2520      127   2.46003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2540      128   2.48003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2560      129   2.50003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2580      130   2.52003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2600      131   2.54003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2620      132   2.56003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2640      133   2.58003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2660      134   2.60003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2680      135   2.62003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2700      136   2.64003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2720      137   2.66003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2740      138   2.68003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2760      139   2.70003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2780      140   2.72003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2800      141   2.74003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2820      142   2.76003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2840      143   2.78003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2860      144   2.80003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2880      145   2.82003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2900      146   2.84003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2920      147   2.86003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2940      148   2.88003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2960      149   2.90003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  2980      150   2.92003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  3000      151   2.94003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  3020      152   2.96003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  3040      153   2.98003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  3060      154   3.00003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  3080      155   3.02003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  3100      156   3.04003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
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   1  6840      343   6.78003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  6860      344   6.80003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  6880      345   6.82003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  6900      346   6.84003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  6920      347   6.86003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  6940      348   6.88003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  6960      349   6.90003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  6980      350   6.92003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7000      351   6.94003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7020      352   6.96003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7040      353   6.98003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7060      354   7.00003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7080      355   7.02003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7100      356   7.04003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7120      357   7.06003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7140      358   7.08003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7160      359   7.10003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7180      360   7.12003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7200      361   7.14003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7220      362   7.16003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7240      363   7.18003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7260      364   7.20003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7280      365   7.22003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7300      366   7.24003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7320      367   7.26003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7340      368   7.28003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7360      369   7.30003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7380      370   7.32003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7400      371   7.34003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7420      372   7.36003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7440      373   7.38003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7460      374   7.40003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7480      375   7.42003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7500      376   7.44003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7520      377   7.46003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7540      378   7.48003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7560      379   7.50003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7580      380   7.52003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7600      381   7.54003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7620      382   7.56003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7640      383   7.58003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7660      384   7.60003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7680      385   7.62003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7700      386   7.64003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7720      387   7.66003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7740      388   7.68003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7760      389   7.70003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7780      390   7.72003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7800      391   7.74003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7820      392   7.76003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7840      393   7.78003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7860      394   7.80003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7880      395   7.82003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7900      396   7.84003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7920      397   7.86003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7940      398   7.88003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7960      399   7.90003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  7980      400   7.92003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8000      401   7.94003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8020      402   7.96003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8040      403   7.98003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8060      404   8.00003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8080      405   8.02003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8100      406   8.04003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8120      407   8.06003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8140      408   8.08003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8160      409   8.10003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8180      410   8.12003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8200      411   8.14003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8220      412   8.16003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8240      413   8.18003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8260      414   8.20003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8280      415   8.22003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8300      416   8.24003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8320      417   8.26003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8340      418   8.28003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8360      419   8.30003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8380      420   8.32003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8400      421   8.34003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8420      422   8.36003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8440      423   8.38003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8460      424   8.40003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8480      425   8.42003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8500      426   8.44003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8520      427   8.46003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8540      428   8.48003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8560      429   8.50003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8580      430   8.52003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8600      431   8.54003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8620      432   8.56003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8640      433   8.58003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8660      434   8.60003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8680      435   8.62003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8700      436   8.64003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8720      437   8.66003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8740      438   8.68003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8760      439   8.70003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8780      440   8.72003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8800      441   8.74003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8820      442   8.76003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8840      443   8.78003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8860      444   8.80003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8880      445   8.82003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8900      446   8.84003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8920      447   8.86003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8940      448   8.88003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8960      449   8.90003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  8980      450   8.92003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9000      451   8.94003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9020      452   8.96003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9040      453   8.98003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9060      454   9.00003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9080      455   9.02003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9100      456   9.04003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9120      457   9.06003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9140      458   9.08003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9160      459   9.10003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9180      460   9.12003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9200      461   9.14003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9220      462   9.16003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9240      463   9.18003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9260      464   9.20003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9280      465   9.22003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9300      466   9.24003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9320      467   9.26003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9340      468   9.28003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9360      469   9.30003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9380      470   9.32003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9400      471   9.34003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9420      472   9.36003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9440      473   9.38003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9460      474   9.40003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9480      475   9.42003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9500      476   9.44003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9520      477   9.46003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9540      478   9.48003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9560      479   9.50003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9580      480   9.52003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9600      481   9.54003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9620      482   9.56003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9640      483   9.58003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9660      484   9.60003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9680      485   9.62003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9700      486   9.64003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9720      487   9.66003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9740      488   9.68003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9760      489   9.70003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9780      490   9.72003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9800      491   9.74003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9820      492   9.76003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9840      493   9.78003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9860      494   9.80003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9880      495   9.82003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9900      496   9.84003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9920      497   9.86003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9940      498   9.88003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9960      499   9.90003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1  9980      500   9.92003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1     1      501   9.94003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1    21      502   9.96003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1    41      503   9.98003E+03   2.20154E-01  -1.88652E-01  -1.13482E-01
   1    61  UZ  504   1.00000E+04   2.20154E-01  -1.88652E-01  -1.13482E-01

 Total Time    0.206E+00
tvbo_bif ... done
Starting tvbo_bif ...

  BR    PT  TY  LAB    PAR(4)        L2-NORM         U(1)          U(2)     
   1    10      505   3.84113E-01   4.84188E-01  -1.54099E-01  -4.59012E-01
   1    20      506   1.11508E+00   1.14127E+00  -8.61989E-02  -1.13801E+00
   1    30      507   1.83142E+00   1.83235E+00  -1.67729E-02  -1.83227E+00
   1    40      508   2.53283E+00   2.54204E+00   5.41468E-02  -2.54147E+00
   1    50      509   3.21915E+00   3.26759E+00   1.26514E-01  -3.26514E+00
   1    58  HB  510   3.74019E+00   3.83942E+00   1.83503E-01  -3.83503E+00
   1    60      511   3.87332E+00   3.98848E+00   1.98355E-01  -3.98355E+00
   1    70      512   4.53009E+00   4.74177E+00   2.73388E-01  -4.73388E+00
   1    80      513   5.17245E+00   5.50757E+00   3.49646E-01  -5.49646E+00
   1    90      514   5.80109E+00   6.28480E+00   4.27028E-01  -6.27028E+00
   1   100      515   6.41696E+00   7.07229E+00   5.05420E-01  -7.05420E+00
   1   110      516   7.02127E+00   7.86875E+00   5.84699E-01  -7.84699E+00
   1   120      517   7.61544E+00   8.67284E+00   6.64733E-01  -8.64733E+00
   1   130      518   8.20116E+00   9.48315E+00   7.45382E-01  -9.45382E+00
   1   140      519   8.78028E+00   1.02982E+01   8.26501E-01  -1.02650E+01
   1   150      520   9.35482E+00   1.11166E+01   9.07943E-01  -1.10794E+01
   1   160      521   9.92689E+00   1.19366E+01   9.89556E-01  -1.18956E+01
   1   170      522   1.04987E+01   1.27569E+01   1.07119E+00  -1.27119E+01
   1   180      523   1.10724E+01   1.35759E+01   1.15269E+00  -1.35269E+01
   1   190      524   1.16501E+01   1.43920E+01   1.23390E+00  -1.43390E+01
   1   200      525   1.22340E+01   1.52038E+01   1.31469E+00  -1.51469E+01
   1   210      526   1.28258E+01   1.60098E+01   1.39489E+00  -1.59489E+01
   1   220      527   1.34274E+01   1.68086E+01   1.47438E+00  -1.67438E+01
   1   230      528   1.40402E+01   1.75987E+01   1.55301E+00  -1.75301E+01
   1   240      529   1.46655E+01   1.83791E+01   1.63066E+00  -1.83066E+01
   1   250      530   1.53042E+01   1.91484E+01   1.70722E+00  -1.90722E+01
   1   260      531   1.59573E+01   1.99057E+01   1.78257E+00  -1.98257E+01
   1   265  HB  532   1.62598E+01   2.02466E+01   1.81650E+00  -2.01650E+01
   1   270      533   1.65952E+01   2.06174E+01   1.85339E+00  -2.05339E+01
   1   280      534   1.72774E+01   2.13485E+01   1.92615E+00  -2.12615E+01
   1   290      535   1.79747E+01   2.20653E+01   1.99747E+00  -2.19747E+01
   1   300      536   1.86870E+01   2.27671E+01   2.06731E+00  -2.26731E+01
   1   310      537   1.94140E+01   2.34537E+01   2.13563E+00  -2.33563E+01
   1   318  EP  538   2.00059E+01   2.39918E+01   2.18918E+00  -2.38918E+01

 Total Time    0.974E-02
tvbo_bif ... done
Starting tvbo_bif ...

  BR    PT  TY  LAB    PAR(4)        L2-NORM       MAX U(1)      MAX U(2)   
 510    10      539   3.74627E+00   3.86266E+00   2.73960E-01  -3.57366E+00
 510    20      540   3.78213E+00   3.99812E+00   4.27121E-01  -3.23281E+00
 510    30      541   3.84155E+00   4.21594E+00   5.70308E-01  -3.01200E+00
 510    40      542   3.90630E+00   4.44453E+00   6.86583E-01  -2.89043E+00
 510    50      543   3.97682E+00   4.68371E+00   7.91963E-01  -2.81801E+00
 510    60      544   4.05457E+00   4.93610E+00   8.92992E-01  -2.77766E+00
 510    70      545   4.14200E+00   5.20633E+00   9.93862E-01  -2.76219E+00
 510    80      546   4.24330E+00   5.50212E+00   1.09848E+00  -2.76936E+00
 510    90      547   4.36633E+00   5.83748E+00   1.21198E+00  -2.80124E+00
 510   100      548   4.52871E+00   6.24250E+00   1.34379E+00  -2.86758E+00
 510   110      549   4.78333E+00   6.80108E+00   1.51798E+00  -3.00320E+00
 510   120      550   5.23903E+00   7.62006E+00   1.75696E+00  -3.29118E+00
 510   130      551   5.68077E+00   8.26681E+00   1.92800E+00  -3.59402E+00
 510   140      552   6.07479E+00   8.76914E+00   2.04764E+00  -3.87327E+00
 510   150      553   6.46454E+00   9.22198E+00   2.14496E+00  -4.15463E+00
 510   160      554   6.87073E+00   9.66270E+00   2.23029E+00  -4.45195E+00
 510   170      555   7.30783E+00   1.01127E+01   2.30855E+00  -4.77586E+00
 510   180      556   7.78955E+00   1.05887E+01   2.38253E+00  -5.13742E+00
 510   190      557   8.33040E+00   1.11063E+01   2.45394E+00  -5.54933E+00
 510   200      558   8.94332E+00   1.16789E+01   2.52343E+00  -6.02474E+00
 510   210      559   9.62725E+00   1.23073E+01   2.58973E+00  -6.56822E+00
 510   220      560   1.03446E+01   1.29610E+01   2.64897E+00  -7.15734E+00
 510   230      561   1.10309E+01   1.35860E+01   2.69709E+00  -7.74568E+00
 510   240      562   1.16468E+01   1.41508E+01   2.73354E+00  -8.30261E+00
 510   250      563   1.21903E+01   1.46556E+01   2.76018E+00  -8.82617E+00
 510   260      564   1.26741E+01   1.51135E+01   2.77894E+00  -9.32816E+00
 510   270      565   1.31127E+01   1.55390E+01   2.79100E+00  -9.82478E+00
 510   280      566   1.35198E+01   1.59472E+01   2.79674E+00  -1.03361E+01
 510   290      567   1.39099E+01   1.63561E+01   2.79548E+00  -1.08915E+01
 510   300      568   1.43032E+01   1.67948E+01   2.78448E+00  -1.15473E+01
 510   310      569   1.47416E+01   1.73341E+01   2.75391E+00  -1.24550E+01
 510   320      570   1.52028E+01   1.79982E+01   2.68501E+00  -1.37390E+01
 510   330      571   1.54636E+01   1.84422E+01   2.61708E+00  -1.46930E+01
 510   340      572   1.56282E+01   1.87561E+01   2.55719E+00  -1.54092E+01
 510   350      573   1.57523E+01   1.90124E+01   2.49984E+00  -1.60194E+01
 510   360      574   1.58543E+01   1.92361E+01   2.44222E+00  -1.65733E+01
 510   370      575   1.59422E+01   1.94388E+01   2.38227E+00  -1.70961E+01
 510   380      576   1.60203E+01   1.96265E+01   2.31781E+00  -1.76051E+01
 510   390      577   1.60910E+01   1.98028E+01   2.24573E+00  -1.81161E+01
 510   400      578   1.61560E+01   1.99698E+01   2.16029E+00  -1.86504E+01
 510   410      579   1.62156E+01   2.01273E+01   2.04642E+00  -1.92558E+01
 510   420      580   1.62596E+01   2.02459E+01   1.83441E+00  -2.01073E+01
 510   430      581   1.62106E+01   2.01139E+01   2.05854E+00  -1.91967E+01
 510   440      582   1.61505E+01   1.99554E+01   2.16863E+00  -1.86015E+01
 510   450      583   1.60850E+01   1.97876E+01   2.25252E+00  -1.80704E+01
 510   460      584   1.60137E+01   1.96104E+01   2.32375E+00  -1.75604E+01
 510   470      585   1.59349E+01   1.94215E+01   2.38770E+00  -1.70508E+01
 510   480      586   1.58459E+01   1.92173E+01   2.44737E+00  -1.65259E+01
 510   490      587   1.57424E+01   1.89913E+01   2.50488E+00  -1.59683E+01
 510   500      588   1.56157E+01   1.87313E+01   2.56232E+00  -1.53513E+01
 510   510      589   1.54458E+01   1.84100E+01   2.62264E+00  -1.46215E+01
 510   520      590   1.51706E+01   1.79474E+01   2.69162E+00  -1.36344E+01
 510   530      591   1.46994E+01   1.72790E+01   2.75801E+00  -1.23568E+01
 510   540      592   1.42675E+01   1.67536E+01   2.78599E+00  -1.14828E+01
 510   550      593   1.38757E+01   1.63193E+01   2.79592E+00  -1.08396E+01
 510   560      594   1.34848E+01   1.59115E+01   2.79650E+00  -1.02897E+01
 510   570      595   1.30754E+01   1.55024E+01   2.79019E+00  -9.78067E+00
 510   580      596   1.26334E+01   1.50746E+01   2.77756E+00  -9.28432E+00
 510   590      597   1.21450E+01   1.46132E+01   2.75817E+00  -8.78103E+00
 510   600      598   1.15955E+01   1.41035E+01   2.73075E+00  -8.25490E+00
 510   610      599   1.09729E+01   1.35331E+01   2.69333E+00  -7.69481E+00
 510   620      600   1.02817E+01   1.29037E+01   2.64415E+00  -7.10471E+00
 510   630      601   9.56470E+00   1.22502E+01   2.58410E+00  -6.51785E+00
 510   640      602   8.88617E+00   1.16259E+01   2.51739E+00  -5.97997E+00
 510   650      603   8.27991E+00   1.10585E+01   2.44772E+00  -5.51059E+00
 510   660      604   7.74487E+00   1.05452E+01   2.37612E+00  -5.10367E+00
 510   670      605   7.26766E+00   1.00722E+01   2.30185E+00  -4.74592E+00
 510   680      606   6.83382E+00   9.62369E+00   2.22310E+00  -4.42477E+00
 510   690      607   6.42971E+00   9.18287E+00   2.13694E+00  -4.12933E+00
 510   700      608   6.04058E+00   8.72757E+00   2.03821E+00  -3.84878E+00
 510   710      609   5.64466E+00   8.21779E+00   1.91568E+00  -3.56877E+00
 510   720      610   5.19571E+00   7.55007E+00   1.73742E+00  -3.26240E+00
 510   730      611   4.75401E+00   6.74104E+00   1.49966E+00  -2.98626E+00
 510   740      612   4.51192E+00   6.20251E+00   1.33099E+00  -2.85978E+00
 510   750      613   4.35426E+00   5.80570E+00   1.20141E+00  -2.79727E+00
 510   760      614   4.23363E+00   5.47468E+00   1.08897E+00  -2.76780E+00
 510   770      615   4.13380E+00   5.18159E+00   9.84868E-01  -2.76265E+00
 510   780      616   4.04736E+00   4.91319E+00   8.84135E-01  -2.78015E+00
 510   790      617   3.97033E+00   4.66212E+00   7.82906E-01  -2.82296E+00
 510   800      618   3.90037E+00   4.42395E+00   6.76887E-01  -2.89881E+00
 510   810      619   3.83609E+00   4.19624E+00   5.59142E-01  -3.02624E+00
 510   820      620   3.77719E+00   3.97965E+00   4.11786E-01  -3.26172E+00
 510   830  LP  621   3.74116E+00   3.84313E+00   2.19249E-01  -3.72594E+00
 510   840      622   3.79103E+00   4.03124E+00   4.52771E-01  -3.18685E+00
 510   850      623   3.85133E+00   4.25103E+00   5.89639E-01  -2.98847E+00
 510   860      624   3.91692E+00   4.48119E+00   7.03563E-01  -2.87648E+00
 510   870      625   3.98845E+00   4.72221E+00   8.07928E-01  -2.80984E+00
 510   880      626   4.06752E+00   4.97703E+00   9.08681E-01  -2.77370E+00
 510   890      627   4.15678E+00   5.25064E+00   1.00987E+00  -2.76183E+00
 510   900      628   4.26082E+00   5.55145E+00   1.11547E+00  -2.77259E+00
 510   910      629   4.38843E+00   5.89506E+00   1.23103E+00  -2.80891E+00
 510   920      630   4.56006E+00   6.31608E+00   1.36722E+00  -2.88259E+00
 510   930      631   4.84032E+00   6.91487E+00   1.55242E+00  -3.03686E+00
 510   940      632   5.31418E+00   7.73831E+00   1.78954E+00  -3.34161E+00
 510   950      633   5.74396E+00   8.35123E+00   1.94896E+00  -3.63837E+00
 510   960      634   6.13535E+00   8.84194E+00   2.06396E+00  -3.91669E+00
 510   970      635   6.52657E+00   9.29105E+00   2.15893E+00  -4.19979E+00
 510   980      636   6.93669E+00   9.73201E+00   2.24291E+00  -4.50056E+00
 510   990      637   7.37986E+00   1.01850E+01   2.32035E+00  -4.82961E+00
 510  1000      638   7.86985E+00   1.06665E+01   2.39384E+00  -5.19816E+00
 510  1010      639   8.42125E+00   1.11919E+01   2.46494E+00  -5.61919E+00
 510  1020      640   9.04601E+00   1.17738E+01   2.53407E+00  -6.10538E+00
 510  1030      641   9.73879E+00   1.24092E+01   2.59959E+00  -6.65839E+00
 510  1040      642   1.04555E+01   1.30619E+01   2.65729E+00  -7.25055E+00
 510  1050      643   1.11323E+01   1.36786E+01   2.70352E+00  -7.83516E+00
 510  1060      644   1.17364E+01   1.42334E+01   2.73829E+00  -8.38645E+00
 510  1070      645   1.22695E+01   1.47300E+01   2.76359E+00  -8.90571E+00
 510  1080      646   1.27453E+01   1.51818E+01   2.78125E+00  -9.40572E+00
 510  1090      647   1.31781E+01   1.56036E+01   2.79232E+00  -9.90317E+00
 510  1100      648   1.35816E+01   1.60106E+01   2.79704E+00  -1.04190E+01
 510  1110      649   1.39705E+01   1.64216E+01   2.79452E+00  -1.09853E+01
 510  1120      650   1.43671E+01   1.68695E+01   2.78144E+00  -1.16662E+01
 510  1130      651   1.48185E+01   1.74365E+01   2.74567E+00  -1.26411E+01
 510  1140      652   1.52551E+01   1.80826E+01   2.67351E+00  -1.39148E+01
 510  1150      653   1.54934E+01   1.84970E+01   2.60738E+00  -1.48156E+01
 510  1160      654   1.56496E+01   1.87991E+01   2.54814E+00  -1.55099E+01
 510  1170      655   1.57695E+01   1.90491E+01   2.49090E+00  -1.61089E+01
 510  1180      656   1.58688E+01   1.92690E+01   2.43305E+00  -1.66566E+01
 510  1190      657   1.59550E+01   1.94690E+01   2.37255E+00  -1.71763E+01
 510  1200      658   1.60318E+01   1.96547E+01   2.30714E+00  -1.76845E+01
 510  1210      659   1.61016E+01   1.98295E+01   2.23347E+00  -1.81974E+01
 510  1220      660   1.61657E+01   1.99951E+01   2.14502E+00  -1.87384E+01
 510  1230      661   1.62244E+01   2.01508E+01   2.02335E+00  -1.93649E+01
 510  1240      662   1.62547E+01   2.02327E+01   1.89712E+00  -1.98890E+01
 510  1250      663   1.62016E+01   2.00898E+01   2.07871E+00  -1.90957E+01
 510  1260      664   1.61406E+01   1.99297E+01   2.18296E+00  -1.85158E+01
 510  1270      665   1.60743E+01   1.97606E+01   2.26431E+00  -1.79899E+01
 510  1280      666   1.60019E+01   1.95817E+01   2.33414E+00  -1.74811E+01
 510  1290      667   1.59217E+01   1.93907E+01   2.39726E+00  -1.69701E+01
 510  1300      668   1.58309E+01   1.91836E+01   2.45645E+00  -1.64414E+01
 510  1310      669   1.57245E+01   1.89533E+01   2.51381E+00  -1.58766E+01
 510  1320      670   1.55928E+01   1.86861E+01   2.57146E+00  -1.52467E+01
 510  1330      671   1.54126E+01   1.83505E+01   2.63265E+00  -1.44903E+01
 510  1340      672   1.51080E+01   1.78506E+01   2.70357E+00  -1.34381E+01
 510  1350      673   1.46264E+01   1.71856E+01   2.76442E+00  -1.21932E+01
 510  1360      674   1.42050E+01   1.66821E+01   2.78838E+00  -1.13723E+01
 510  1370      675   1.38151E+01   1.62547E+01   2.79653E+00  -1.07492E+01
 510  1380      676   1.34224E+01   1.58481E+01   2.79594E+00  -1.02083E+01
 510  1390      677   1.30088E+01   1.54371E+01   2.78864E+00  -9.70276E+00
 510  1400      678   1.25604E+01   1.50050E+01   2.77500E+00  -9.20649E+00
 510  1410      679   1.20634E+01   1.45370E+01   2.75445E+00  -8.70062E+00
 510  1420      680   1.15032E+01   1.40185E+01   2.72561E+00  -8.16969E+00
 510  1430      681   1.08688E+01   1.34381E+01   2.68643E+00  -7.60403E+00
 510  1440      682   1.01696E+01   1.28017E+01   2.63539E+00  -7.01146E+00
 510  1450      683   9.45463E+00   1.21494E+01   2.57398E+00  -6.42957E+00
 510  1460      684   8.78631E+00   1.15333E+01   2.50663E+00  -5.90199E+00
 510  1470      685   8.19181E+00   1.09750E+01   2.43665E+00  -5.44315E+00
 510  1480      686   7.66679E+00   1.04690E+01   2.36472E+00  -5.04482E+00
 510  1490      687   7.19729E+00   1.00008E+01   2.28988E+00  -4.69356E+00
 510  1500      688   6.76900E+00   9.55470E+00   2.21021E+00  -4.37712E+00
 510  1510      689   6.36828E+00   9.11331E+00   2.12251E+00  -4.08475E+00
 510  1520      690   5.97985E+00   8.65291E+00   2.02105E+00  -3.80544E+00
 510  1530      691   5.57969E+00   8.12809E+00   1.89286E+00  -3.52353E+00
 510  1540      692   5.11725E+00   7.41959E+00   1.70051E+00  -3.21084E+00
 510  1550      693   4.70620E+00   6.64089E+00   1.46888E+00  -2.95925E+00
 510  1560      694   4.48359E+00   6.13406E+00   1.30898E+00  -2.84706E+00
 510  1570      695   4.33353E+00   5.75058E+00   1.18300E+00  -2.79083E+00
 510  1580      696   4.21690E+00   5.42678E+00   1.07229E+00  -2.76549E+00
 510  1590      697   4.11953E+00   5.13821E+00   9.68993E-01  -2.76387E+00
 510  1600      698   4.03477E+00   4.87291E+00   8.68431E-01  -2.78505E+00
 510  1610      699   3.95897E+00   4.62410E+00   7.66767E-01  -2.83234E+00
 510  1620      700   3.88996E+00   4.38768E+00   6.59491E-01  -2.91461E+00
 510  1630      701   3.82650E+00   4.16152E+00   5.38841E-01  -3.05334E+00
 510  1640      702   3.76861E+00   3.94743E+00   3.82673E-01  -3.31965E+00
 510  1650      703   3.74309E+00   3.85052E+00   2.45679E-01  -3.65021E+00
 510  1660      704   3.79139E+00   4.03257E+00   4.53755E-01  -3.18515E+00
 510  1670      705   3.85172E+00   4.25243E+00   5.90397E-01  -2.98758E+00
 510  1680      706   3.91734E+00   4.48265E+00   7.04233E-01  -2.87595E+00
 510  1690      707   3.98892E+00   4.72375E+00   8.08561E-01  -2.80953E+00
 510  1700      708   4.06804E+00   4.97867E+00   9.09304E-01  -2.77356E+00
 510  1710      709   4.15738E+00   5.25241E+00   1.01051E+00  -2.76182E+00
 510  1720      710   4.26153E+00   5.55343E+00   1.11615E+00  -2.77273E+00
 510  1730      711   4.38933E+00   5.89738E+00   1.23180E+00  -2.80924E+00
 510  1740      712   4.56135E+00   6.31909E+00   1.36817E+00  -2.88322E+00
 510  1750      713   4.84272E+00   6.91959E+00   1.55384E+00  -3.03830E+00
 510  1760      714   5.31711E+00   7.74285E+00   1.79078E+00  -3.34358E+00
 510  1770      715   5.74646E+00   8.35453E+00   1.94977E+00  -3.64013E+00
 510  1780      716   6.13776E+00   8.84481E+00   2.06460E+00  -3.91842E+00
 510  1790      717   6.52905E+00   9.29379E+00   2.15948E+00  -4.20160E+00
 510  1800      718   6.93933E+00   9.73477E+00   2.24341E+00  -4.50252E+00
 510  1810      719   7.38274E+00   1.01879E+01   2.32081E+00  -4.83177E+00
 510  1820      720   7.87307E+00   1.06696E+01   2.39428E+00  -5.20060E+00
 510  1830      721   8.42489E+00   1.11954E+01   2.46537E+00  -5.62199E+00
 510  1840      722   9.05013E+00   1.17776E+01   2.53450E+00  -6.10862E+00
 510  1850      723   9.74324E+00   1.24133E+01   2.59998E+00  -6.66201E+00
 510  1860      724   1.04599E+01   1.30659E+01   2.65761E+00  -7.25425E+00
 510  1870      725   1.11362E+01   1.36822E+01   2.70377E+00  -7.83869E+00
 510  1880      726   1.17399E+01   1.42367E+01   2.73848E+00  -8.38978E+00
 510  1890      727   1.22727E+01   1.47329E+01   2.76373E+00  -8.90886E+00
 510  1900      728   1.27481E+01   1.51845E+01   2.78133E+00  -9.40880E+00
 510  1910      729   1.31807E+01   1.56061E+01   2.79237E+00  -9.90628E+00
 510  1920      730   1.35840E+01   1.60131E+01   2.79705E+00  -1.04224E+01
 510  1930      731   1.39729E+01   1.64243E+01   2.79448E+00  -1.09891E+01
 510  1940      732   1.43697E+01   1.68726E+01   2.78131E+00  -1.16710E+01
 510  1950      733   1.48217E+01   1.74407E+01   2.74532E+00  -1.26488E+01
 510  1960      734   1.52571E+01   1.80858E+01   2.67306E+00  -1.39215E+01
 510  1970      735   1.54945E+01   1.84991E+01   2.60700E+00  -1.48204E+01
 510  1980      736   1.56504E+01   1.88007E+01   2.54778E+00  -1.55138E+01
 510  1990      737   1.57701E+01   1.90506E+01   2.49054E+00  -1.61125E+01
 510  2000  EP  738   1.58694E+01   1.92703E+01   2.43268E+00  -1.66599E+01

 Total Time    0.788E+01
tvbo_bif ... done
Starting tvbo_bif ...

  BR    PT  TY  LAB    PAR(4)        L2-NORM       MAX U(1)      MAX U(2)   
 532    10      539   1.62507E+01   2.02218E+01   1.92356E+00  -1.97889E+01
 532    20      540   1.62044E+01   2.00972E+01   2.07268E+00  -1.91263E+01
 532    30      541   1.61436E+01   1.99376E+01   2.17862E+00  -1.85420E+01
 532    40      542   1.60776E+01   1.97689E+01   2.26072E+00  -1.80146E+01
 532    50      543   1.60055E+01   1.95905E+01   2.33097E+00  -1.75054E+01
 532    60      544   1.59258E+01   1.94002E+01   2.39434E+00  -1.69949E+01
 532    70      545   1.58355E+01   1.91940E+01   2.45367E+00  -1.64674E+01
 532    80      546   1.57300E+01   1.89650E+01   2.51107E+00  -1.59049E+01
 532    90      547   1.55999E+01   1.87001E+01   2.56865E+00  -1.52791E+01
 532   100      548   1.54231E+01   1.83691E+01   2.62955E+00  -1.45312E+01
 532   110      549   1.51280E+01   1.78812E+01   2.69989E+00  -1.34997E+01
 532   120      550   1.46485E+01   1.72137E+01   2.76256E+00  -1.22420E+01
 532   130      551   1.42241E+01   1.67038E+01   2.78768E+00  -1.14057E+01
 532   140      552   1.38337E+01   1.62745E+01   2.79637E+00  -1.07767E+01
 532   150      553   1.34416E+01   1.58675E+01   2.79613E+00  -1.02332E+01
 532   160      554   1.30293E+01   1.54572E+01   2.78913E+00  -9.72664E+00
 532   170      555   1.25830E+01   1.50264E+01   2.77580E+00  -9.23040E+00
 532   180      556   1.20886E+01   1.45605E+01   2.75561E+00  -8.72536E+00
 532   190      557   1.15317E+01   1.40448E+01   2.72721E+00  -8.19594E+00
 532   200      558   1.09009E+01   1.34674E+01   2.68858E+00  -7.63196E+00
 532   210      559   1.02040E+01   1.28331E+01   2.63811E+00  -7.04005E+00
 532   220      560   9.48829E+00   1.21802E+01   2.57710E+00  -6.45652E+00
 532   230      561   8.81676E+00   1.15615E+01   2.50994E+00  -5.92574E+00
 532   240      562   8.21866E+00   1.10005E+01   2.44005E+00  -5.46369E+00
 532   250      563   7.69060E+00   1.04923E+01   2.36822E+00  -5.06275E+00
 532   260      564   7.21878E+00   1.00226E+01   2.29357E+00  -4.70954E+00
 532   270      565   6.78882E+00   9.57585E+00   2.21418E+00  -4.39169E+00
 532   280      566   6.38709E+00   9.13470E+00   2.12697E+00  -4.09839E+00
 532   290      567   5.99851E+00   8.67597E+00   2.02638E+00  -3.81873E+00
 532   300      568   5.59977E+00   8.15603E+00   1.90001E+00  -3.53749E+00
 532   310      569   5.14145E+00   7.46036E+00   1.71211E+00  -3.22665E+00
 532   320      570   4.72033E+00   6.67079E+00   1.47809E+00  -2.96716E+00
 532   330      571   4.49210E+00   6.15475E+00   1.31565E+00  -2.85082E+00
 532   340      572   4.33981E+00   5.76734E+00   1.18861E+00  -2.79272E+00
 532   350      573   4.22198E+00   5.44139E+00   1.07739E+00  -2.76614E+00
 532   360      574   4.12388E+00   5.15146E+00   9.73855E-01  -2.76343E+00
 532   370      575   4.03861E+00   4.88523E+00   8.73252E-01  -2.78348E+00
 532   380      576   3.96244E+00   4.63573E+00   7.71733E-01  -2.82938E+00
 532   390      577   3.89314E+00   4.39878E+00   6.64861E-01  -2.90962E+00
 532   400      578   3.82943E+00   4.17215E+00   5.45145E-01  -3.04475E+00
 532   410      579   3.77122E+00   3.95723E+00   3.91906E-01  -3.30084E+00
 532   420      580   3.74878E+00   3.87225E+00   2.91355E-01  -3.52881E+00
 532   430      581   3.80309E+00   4.07585E+00   4.84433E-01  -3.13412E+00
 532   440      582   3.86450E+00   4.29798E+00   6.14518E-01  -2.96019E+00
 532   450      583   3.93124E+00   4.53025E+00   7.25760E-01  -2.85961E+00
 532   460      584   4.00418E+00   4.77383E+00   8.28988E-01  -2.80012E+00
 532   470      585   4.08510E+00   5.03206E+00   9.29520E-01  -2.76936E+00
 532   480      586   4.17696E+00   5.31046E+00   1.03127E+00  -2.76218E+00
 532   490      587   4.28494E+00   5.61851E+00   1.13840E+00  -2.77782E+00
 532   500      588   4.41935E+00   5.97427E+00   1.25707E+00  -2.82045E+00
 532   510      589   4.60539E+00   6.41996E+00   1.40004E+00  -2.90528E+00
 532   520      590   4.92674E+00   7.08053E+00   1.60190E+00  -3.08953E+00
 532   530      591   5.40984E+00   7.88344E+00   1.82877E+00  -3.40655E+00
 532   540      592   5.82658E+00   8.45917E+00   1.97526E+00  -3.69662E+00
 532   550      593   6.21579E+00   8.93711E+00   2.08491E+00  -3.97455E+00
 532   560      594   6.60964E+00   9.38246E+00   2.17707E+00  -4.26040E+00
 532   570      595   7.02550E+00   9.82446E+00   2.25942E+00  -4.56620E+00
 532   580      596   7.47723E+00   1.02821E+01   2.33586E+00  -4.90245E+00
 532   590      597   7.97875E+00   1.07714E+01   2.40876E+00  -5.28077E+00
 532   600      598   8.54464E+00   1.13078E+01   2.47947E+00  -5.71440E+00
 532   610      599   9.18498E+00   1.19019E+01   2.54807E+00  -6.21504E+00
 532   620      600   9.88777E+00   1.25451E+01   2.61237E+00  -6.77961E+00
 532   630      601   1.06010E+01   1.31943E+01   2.66788E+00  -7.37385E+00
 532   640      602   1.12639E+01   1.37990E+01   2.71162E+00  -7.95257E+00
 532   650      603   1.18525E+01   1.43409E+01   2.74425E+00  -8.49652E+00
 532   660      604   1.23725E+01   1.48269E+01   2.76784E+00  -9.01055E+00
 532   670      605   1.28382E+01   1.52713E+01   2.78406E+00  -9.50856E+00
 532   680      606   1.32638E+01   1.56887E+01   2.79383E+00  -1.00079E+01
 532   690      607   1.36629E+01   1.60948E+01   2.79718E+00  -1.05310E+01
 532   700      608   1.40512E+01   1.65100E+01   2.79287E+00  -1.11139E+01
 532   710      609   1.44540E+01   1.69730E+01   2.77664E+00  -1.18341E+01
 532   720      610   1.49230E+01   1.75803E+01   2.73268E+00  -1.29098E+01
 532   730      611   1.53163E+01   1.81841E+01   2.65882E+00  -1.41297E+01
 532   740      612   1.55302E+01   1.85659E+01   2.59474E+00  -1.49712E+01
 532   750      613   1.56767E+01   1.88542E+01   2.53620E+00  -1.56401E+01
 532   760      614   1.57915E+01   1.90968E+01   2.47901E+00  -1.62259E+01
 532   770      615   1.58876E+01   1.93119E+01   2.42077E+00  -1.67661E+01
 532   780      616   1.59716E+01   1.95086E+01   2.35947E+00  -1.72822E+01
 532   790      617   1.60468E+01   1.96918E+01   2.29268E+00  -1.77899E+01
 532   800      618   1.61153E+01   1.98646E+01   2.21665E+00  -1.83063E+01
 532   810      619   1.61783E+01   2.00283E+01   2.12362E+00  -1.88581E+01
 532   820      620   1.62357E+01   2.01811E+01   1.98853E+00  -1.95215E+01
 532   828  BP  621   1.62578E+01   2.02413E+01   1.86668E+00  -1.99982E+01
 532   830      622   1.62499E+01   2.02197E+01   1.92798E+00  -1.97717E+01
 532   840      623   1.61952E+01   2.00729E+01   2.09188E+00  -1.90279E+01
 532   850      624   1.61337E+01   1.99118E+01   2.19259E+00  -1.84570E+01
 532   860      625   1.60668E+01   1.97416E+01   2.27234E+00  -1.79343E+01
 532   870      626   1.59936E+01   1.95616E+01   2.34126E+00  -1.74260E+01
 532   880      627   1.59124E+01   1.93691E+01   2.40384E+00  -1.69138E+01
 532   890      628   1.58202E+01   1.91599E+01   2.46273E+00  -1.63822E+01
 532   900      629   1.57116E+01   1.89264E+01   2.52001E+00  -1.58121E+01
 532   910      630   1.55762E+01   1.86539E+01   2.57786E+00  -1.51723E+01
 532   920      631   1.53879E+01   1.83071E+01   2.63973E+00  -1.43952E+01
 532   930      632   1.50603E+01   1.77789E+01   2.71191E+00  -1.32949E+01
 532   940      633   1.45772E+01   1.71239E+01   2.76830E+00  -1.20870E+01
 532   950      634   1.41620E+01   1.66335E+01   2.78982E+00  -1.12982E+01
 532   960      635   1.37730E+01   1.62102E+01   2.79683E+00  -1.06876E+01
 532   970      636   1.33788E+01   1.58040E+01   2.79545E+00  -1.01522E+01
 532   980      637   1.29620E+01   1.53914E+01   2.78746E+00  -9.64881E+00
 532   990      638   1.25091E+01   1.49562E+01   2.77312E+00  -9.15234E+00
 532  1000      639   1.20059E+01   1.44834E+01   2.75175E+00  -8.64443E+00
 532  1010      640   1.14380E+01   1.39586E+01   2.72189E+00  -8.11003E+00
 532  1020      641   1.07955E+01   1.33713E+01   2.68148E+00  -7.54058E+00
 532  1030      642   1.00915E+01   1.27306E+01   2.62916E+00  -6.94686E+00
 532  1040      643   9.37895E+00   1.20801E+01   2.56687E+00  -6.36911E+00
 532  1050      644   8.71810E+00   1.14698E+01   2.49913E+00  -5.84890E+00
 532  1060      645   8.13167E+00   1.09177E+01   2.42895E+00  -5.39720E+00
 532  1070      646   7.61339E+00   1.04166E+01   2.35676E+00  -5.00465E+00
 532  1080      647   7.14904E+00   9.95159E+00   2.28151E+00  -4.65773E+00
 532  1090      648   6.72440E+00   9.50689E+00   2.20115E+00  -4.34442E+00
 532  1100      649   6.32583E+00   9.06478E+00   2.11231E+00  -4.05402E+00
 532  1110      650   5.93757E+00   8.60026E+00   2.00878E+00  -3.77532E+00
 532  1120      651   5.53373E+00   8.06341E+00   1.87617E+00  -3.49170E+00
 532  1130      652   5.06257E+00   7.32567E+00   1.67358E+00  -3.17539E+00
 532  1140      653   4.67583E+00   6.57575E+00   1.44872E+00  -2.94254E+00
 532  1150      654   4.46489E+00   6.08821E+00   1.29417E+00  -2.83898E+00
 532  1160      655   4.31961E+00   5.71314E+00   1.17043E+00  -2.78679E+00
 532  1170      656   4.20555E+00   5.39402E+00   1.06082E+00  -2.76422E+00
 532  1180      657   4.10980E+00   5.10844E+00   9.58012E-01  -2.76504E+00
 532  1190      658   4.02615E+00   4.84519E+00   8.57515E-01  -2.78883E+00
 532  1200      659   3.95118E+00   4.59788E+00   7.55490E-01  -2.83935E+00
 532  1210      660   3.88282E+00   4.36265E+00   6.47238E-01  -2.92634E+00
 532  1220      661   3.81992E+00   4.13758E+00   5.24316E-01  -3.07373E+00
 532  1230      662   3.76282E+00   3.92558E+00   3.60611E-01  -3.36628E+00
 532  1240      663   3.75631E+00   3.90091E+00   3.32288E-01  -3.42972E+00
 532  1250      664   3.81235E+00   4.10990E+00   5.06907E-01  -3.09929E+00
 532  1260      665   3.87459E+00   4.33368E+00   6.32781E-01  -2.94084E+00
 532  1270      666   3.94221E+00   4.56757E+00   7.42282E-01  -2.84802E+00
 532  1280      667   4.01626E+00   4.81318E+00   8.44799E-01  -2.79360E+00
 532  1290      668   4.09866E+00   5.07413E+00   9.45273E-01  -2.76674E+00
 532  1300      669   4.19262E+00   5.35641E+00   1.04757E+00  -2.76308E+00
 532  1310      670   4.30386E+00   5.67040E+00   1.15600E+00  -2.78251E+00
 532  1320      671   4.44402E+00   6.03641E+00   1.27735E+00  -2.83028E+00
 532  1330      672   4.64296E+00   6.50388E+00   1.42634E+00  -2.92488E+00
 532  1340      673   4.99977E+00   7.21452E+00   1.64132E+00  -3.13527E+00
 532  1350      674   5.47922E+00   7.98527E+00   1.85576E+00  -3.45410E+00
 532  1360      675   5.88819E+00   8.53802E+00   1.99411E+00  -3.74024E+00
 532  1370      676   6.27661E+00   9.00803E+00   2.10022E+00  -4.01844E+00
 532  1380      677   6.67292E+00   9.45133E+00   2.19048E+00  -4.30669E+00
 532  1390      678   7.09351E+00   9.89465E+00   2.27170E+00  -4.61654E+00
 532  1400      679   7.55208E+00   1.03562E+01   2.34746E+00  -4.95858E+00
 532  1410      680   8.06273E+00   1.08519E+01   2.41995E+00  -5.34465E+00
 532  1420      681   8.63989E+00   1.13969E+01   2.49037E+00  -5.78814E+00
 532  1430      682   9.29172E+00   1.20000E+01   2.55852E+00  -6.29967E+00
 532  1440      683   1.00005E+01   1.26478E+01   2.62176E+00  -6.87193E+00
 532  1450      684   1.07093E+01   1.32928E+01   2.67552E+00  -7.46636E+00
 532  1460      685   1.13610E+01   1.38880E+01   2.71742E+00  -8.04008E+00
 532  1470      686   1.19381E+01   1.44203E+01   2.74849E+00  -8.57867E+00
 532  1480      687   1.24486E+01   1.48989E+01   2.77083E+00  -9.08917E+00
 532  1490      688   1.29071E+01   1.53380E+01   2.78601E+00  -9.58615E+00
 532  1500      689   1.33277E+01   1.57526E+01   2.79479E+00  -1.00875E+01
 532  1510      690   1.37240E+01   1.61585E+01   2.79706E+00  -1.06171E+01
 532  1520      691   1.41124E+01   1.65778E+01   2.79130E+00  -1.12145E+01
 532  1530      692   1.45214E+01   1.70549E+01   2.77231E+00  -1.19702E+01
 532  1540      693   1.50005E+01   1.76910E+01   2.72151E+00  -1.31225E+01
 532  1550      694   1.53574E+01   1.82541E+01   2.64814E+00  -1.42801E+01
 532  1560      695   1.55562E+01   1.86153E+01   2.58535E+00  -1.50839E+01
 532  1570      696   1.56963E+01   1.88946E+01   2.52723E+00  -1.57360E+01
 532  1580      697   1.58075E+01   1.91320E+01   2.47002E+00  -1.63128E+01
 532  1590      698   1.59015E+01   1.93437E+01   2.41143E+00  -1.68481E+01
 532  1600      699   1.59839E+01   1.95380E+01   2.34944E+00  -1.73618E+01
 532  1610      700   1.60579E+01   1.97195E+01   2.28151E+00  -1.78697E+01
 532  1620      701   1.61255E+01   1.98908E+01   2.20351E+00  -1.83894E+01
 532  1630      702   1.61877E+01   2.00531E+01   2.10647E+00  -1.89509E+01
 532  1640      703   1.62438E+01   2.02030E+01   1.95761E+00  -1.96526E+01
 532  1650      704   1.62371E+01   2.01850E+01   1.98345E+00  -1.95435E+01
 532  1660      705   1.61800E+01   2.00327E+01   2.12069E+00  -1.88741E+01
 532  1670      706   1.61171E+01   1.98692E+01   2.21438E+00  -1.83207E+01
 532  1680      707   1.60487E+01   1.96967E+01   2.29074E+00  -1.78039E+01
 532  1690      708   1.59737E+01   1.95137E+01   2.35772E+00  -1.72961E+01
 532  1700      709   1.58901E+01   1.93175E+01   2.41915E+00  -1.67805E+01
 532  1710      710   1.57943E+01   1.91030E+01   2.47744E+00  -1.62411E+01
 532  1720      711   1.56802E+01   1.88614E+01   2.53463E+00  -1.56570E+01
 532  1730      712   1.55349E+01   1.85747E+01   2.59309E+00  -1.49912E+01
 532  1740      713   1.53238E+01   1.81968E+01   2.65693E+00  -1.41568E+01
 532  1750      714   1.49371E+01   1.76003E+01   2.73074E+00  -1.29477E+01
 532  1760      715   1.44657E+01   1.69870E+01   2.77593E+00  -1.18573E+01
 532  1770      716   1.40619E+01   1.65218E+01   2.79262E+00  -1.11312E+01
 532  1780      717   1.36736E+01   1.61059E+01   2.79717E+00  -1.05459E+01
 532  1790      718   1.32750E+01   1.56999E+01   2.79401E+00  -1.00218E+01
 532  1800      719   1.28503E+01   1.52830E+01   2.78442E+00  -9.52211E+00
 532  1810      720   1.23859E+01   1.48396E+01   2.76837E+00  -9.02432E+00
 532  1820      721   1.18675E+01   1.43549E+01   2.74501E+00  -8.51094E+00
 532  1830      722   1.12810E+01   1.38147E+01   2.71266E+00  -7.96794E+00
 532  1840      723   1.06201E+01   1.32116E+01   2.66924E+00  -7.39008E+00
 532  1850      724   9.90749E+00   1.25630E+01   2.61403E+00  -6.79572E+00
 532  1860      725   9.20355E+00   1.19190E+01   2.54991E+00  -6.22973E+00
 532  1870      726   8.56116E+00   1.13233E+01   2.48138E+00  -5.72716E+00
 532  1880      727   7.99331E+00   1.07854E+01   2.41072E+00  -5.29183E+00
 532  1890      728   7.49022E+00   1.02950E+01   2.33789E+00  -4.91219E+00
 532  1900      729   7.03732E+00   9.83670E+00   2.26157E+00  -4.57492E+00
 532  1910      730   6.62065E+00   9.39450E+00   2.17944E+00  -4.26845E+00
 532  1920      731   6.22640E+00   8.94956E+00   2.08761E+00  -3.98221E+00
 532  1930      732   5.83738E+00   8.47310E+00   1.97861E+00  -3.70426E+00
 532  1940      733   5.42217E+00   7.90174E+00   1.83365E+00  -3.41496E+00
 532  1950      734   4.93939E+00   7.10413E+00   1.60888E+00  -3.09737E+00
 532  1960      735   4.61174E+00   6.43428E+00   1.40454E+00  -2.90855E+00
 532  1970      736   4.42357E+00   5.98498E+00   1.26057E+00  -2.82210E+00
 532  1980      737   4.28820E+00   5.62749E+00   1.14146E+00  -2.77860E+00
 532  1990      738   4.17966E+00   5.31844E+00   1.03411E+00  -2.76230E+00
 532  2000  EP  739   4.08745E+00   5.03937E+00   9.32271E-01  -2.76886E+00

 Total Time    0.812E+01
tvbo_bif ... done
Starting tvbo_bif ...

  BR    PT  TY  LAB    PAR(4)        L2-NORM         U(1)          U(2)        PAR(18)    
 510    10      539   3.85742E+00   3.95652E+00   1.83503E-01  -3.95226E+00  -1.06388E+01
 510    20      540   4.03504E+00   4.13396E+00   1.83503E-01  -4.12988E+00  -1.16068E+01
 510    30      541   4.21266E+00   4.31141E+00   1.83503E-01  -4.30750E+00  -1.25747E+01
 510    40      542   4.39028E+00   4.48887E+00   1.83503E-01  -4.48512E+00  -1.35427E+01
 510    50      543   4.56790E+00   4.66635E+00   1.83503E-01  -4.66274E+00  -1.45106E+01
 510    60      544   4.74552E+00   4.84384E+00   1.83503E-01  -4.84036E+00  -1.54785E+01
 510    70      545   4.92314E+00   5.02134E+00   1.83503E-01  -5.01798E+00  -1.64465E+01
 510    80      546   5.10076E+00   5.19884E+00   1.83503E-01  -5.19560E+00  -1.74144E+01
 510    90      547   5.27838E+00   5.37635E+00   1.83503E-01  -5.37322E+00  -1.83823E+01
 510   100      548   5.45600E+00   5.55387E+00   1.83503E-01  -5.55084E+00  -1.93503E+01
 510   110      549   5.63362E+00   5.73140E+00   1.83503E-01  -5.72846E+00  -2.03182E+01
 510   120      550   5.81124E+00   5.90893E+00   1.83503E-01  -5.90608E+00  -2.12861E+01
 510   130      551   5.98886E+00   6.08647E+00   1.83503E-01  -6.08370E+00  -2.22541E+01
 510   140      552   6.16648E+00   6.26401E+00   1.83503E-01  -6.26132E+00  -2.32220E+01
 510   150      553   6.34410E+00   6.44155E+00   1.83503E-01  -6.43894E+00  -2.41900E+01
 510   160      554   6.52172E+00   6.61910E+00   1.83503E-01  -6.61656E+00  -2.51579E+01
 510   170      555   6.69934E+00   6.79666E+00   1.83503E-01  -6.79418E+00  -2.61258E+01
 510   180      556   6.87696E+00   6.97421E+00   1.83503E-01  -6.97180E+00  -2.70938E+01
 510   190      557   7.05458E+00   7.15177E+00   1.83503E-01  -7.14942E+00  -2.80617E+01
 510   200      558   7.23220E+00   7.32934E+00   1.83503E-01  -7.32704E+00  -2.90296E+01
 510   210      559   7.40982E+00   7.50690E+00   1.83503E-01  -7.50466E+00  -2.99976E+01
 510   220      560   7.58744E+00   7.68447E+00   1.83503E-01  -7.68228E+00  -3.09655E+01
 510   230      561   7.76506E+00   7.86204E+00   1.83503E-01  -7.85990E+00  -3.19335E+01
 510   240      562   7.94268E+00   8.03961E+00   1.83503E-01  -8.03752E+00  -3.29014E+01
 510   250      563   8.12030E+00   8.21719E+00   1.83503E-01  -8.21514E+00  -3.38693E+01
 510   260      564   8.29792E+00   8.39476E+00   1.83503E-01  -8.39276E+00  -3.48373E+01
 510   270      565   8.47554E+00   8.57234E+00   1.83503E-01  -8.57038E+00  -3.58052E+01
 510   280      566   8.65316E+00   8.74992E+00   1.83503E-01  -8.74800E+00  -3.67731E+01
 510   290      567   8.83078E+00   8.92750E+00   1.83503E-01  -8.92562E+00  -3.77411E+01
 510   300      568   9.00840E+00   9.10509E+00   1.83503E-01  -9.10324E+00  -3.87090E+01
 510   310      569   9.18602E+00   9.28267E+00   1.83503E-01  -9.28086E+00  -3.96770E+01
 510   320      570   9.36364E+00   9.46026E+00   1.83503E-01  -9.45848E+00  -4.06449E+01
 510   330      571   9.54126E+00   9.63784E+00   1.83503E-01  -9.63610E+00  -4.16128E+01
 510   340      572   9.71888E+00   9.81543E+00   1.83503E-01  -9.81372E+00  -4.25808E+01
 510   350      573   9.89649E+00   9.99302E+00   1.83503E-01  -9.99134E+00  -4.35487E+01
 510   360      574   1.00741E+01   1.01706E+01   1.83503E-01  -1.01690E+01  -4.45166E+01
 510   370      575   1.02517E+01   1.03482E+01   1.83503E-01  -1.03466E+01  -4.54846E+01
 510   380      576   1.04294E+01   1.05258E+01   1.83503E-01  -1.05242E+01  -4.64525E+01
 510   390      577   1.06070E+01   1.07034E+01   1.83503E-01  -1.07018E+01  -4.74205E+01
 510   400      578   1.07846E+01   1.08810E+01   1.83503E-01  -1.08794E+01  -4.83884E+01
 510   410      579   1.09622E+01   1.10586E+01   1.83503E-01  -1.10571E+01  -4.93563E+01
 510   420      580   1.11398E+01   1.12362E+01   1.83503E-01  -1.12347E+01  -5.03243E+01
 510   430      581   1.13175E+01   1.14138E+01   1.83503E-01  -1.14123E+01  -5.12922E+01
 510   440      582   1.14951E+01   1.15914E+01   1.83503E-01  -1.15899E+01  -5.22601E+01
 510   450      583   1.16727E+01   1.17690E+01   1.83503E-01  -1.17675E+01  -5.32281E+01
 510   460      584   1.18503E+01   1.19466E+01   1.83503E-01  -1.19452E+01  -5.41960E+01
 510   470      585   1.20279E+01   1.21242E+01   1.83503E-01  -1.21228E+01  -5.51640E+01
 510   480      586   1.22056E+01   1.23018E+01   1.83503E-01  -1.23004E+01  -5.61319E+01
 510   490      587   1.23832E+01   1.24794E+01   1.83503E-01  -1.24780E+01  -5.70998E+01
 510   500  EP  588   1.25608E+01   1.26570E+01   1.83503E-01  -1.26556E+01  -5.80678E+01

 Total Time    0.199E-01
tvbo_bif ... done
Starting tvbo_bif ...

  BR    PT  TY  LAB    PAR(4)        L2-NORM         U(1)          U(2)        PAR(18)    
 510    10      539   3.62296E+00   3.72233E+00   1.83503E-01  -3.71781E+00  -9.36116E+00
 510    20      540   3.44534E+00   3.54494E+00   1.83503E-01  -3.54019E+00  -8.39322E+00
 510    30      541   3.26772E+00   3.36757E+00   1.83503E-01  -3.36257E+00  -7.42529E+00
 510    40      542   3.09010E+00   3.19023E+00   1.83503E-01  -3.18495E+00  -6.45735E+00
 510    50      543   2.91248E+00   3.01292E+00   1.83503E-01  -3.00733E+00  -5.48941E+00
 510    60      544   2.73486E+00   2.83565E+00   1.83503E-01  -2.82971E+00  -4.52148E+00
 510    70      545   2.55725E+00   2.65843E+00   1.83503E-01  -2.65209E+00  -3.55354E+00
 510    80      546   2.37963E+00   2.48126E+00   1.83503E-01  -2.47447E+00  -2.58560E+00
 510    90      547   2.20201E+00   2.30417E+00   1.83503E-01  -2.29685E+00  -1.61766E+00
 510    97  BT  548   2.08866E+00   2.19120E+00   1.83503E-01  -2.18350E+00  -1.00000E+00

 Total Time    0.443E-02
tvbo_bif ... done
Merge done
Starting tvbo_bif ...

  BR    PT  TY  LAB    PAR(4)        L2-NORM         U(1)          U(2)        PAR(18)    
 532    10      539   1.66947E+01   2.06798E+01   1.81650E+00  -2.05999E+01  -1.02394E+01
 532    20      540   1.73537E+01   2.13363E+01   1.81650E+00  -2.12588E+01  -1.06022E+01
 532    30      541   1.80126E+01   2.19929E+01   1.81650E+00  -2.19178E+01  -1.09649E+01
 532    40      542   1.86715E+01   2.26497E+01   1.81650E+00  -2.25767E+01  -1.13277E+01
 532    50      543   1.93305E+01   2.33065E+01   1.81650E+00  -2.32356E+01  -1.16904E+01
 532    60      544   1.99894E+01   2.39635E+01   1.81650E+00  -2.38946E+01  -1.20532E+01
 532    61  EP  545   2.00553E+01   2.40292E+01   1.81650E+00  -2.39605E+01  -1.20895E+01

 Total Time    0.354E-02
tvbo_bif ... done
Starting tvbo_bif ...

  BR    PT  TY  LAB    PAR(4)        L2-NORM         U(1)          U(2)        PAR(18)    
 532    10      539   1.58249E+01   1.98135E+01   1.81650E+00  -1.97301E+01  -9.76058E+00
 532    20      540   1.51660E+01   1.91574E+01   1.81650E+00  -1.90711E+01  -9.39783E+00
 532    30      541   1.45070E+01   1.85016E+01   1.81650E+00  -1.84122E+01  -9.03507E+00
 532    40      542   1.38481E+01   1.78459E+01   1.81650E+00  -1.77532E+01  -8.67232E+00
 532    50      543   1.31891E+01   1.71905E+01   1.81650E+00  -1.70943E+01  -8.30956E+00
 532    60      544   1.25302E+01   1.65354E+01   1.81650E+00  -1.64354E+01  -7.94681E+00
 532    70      545   1.18713E+01   1.58806E+01   1.81650E+00  -1.57764E+01  -7.58406E+00
 532    80      546   1.12123E+01   1.52262E+01   1.81650E+00  -1.51175E+01  -7.22130E+00
 532    90      547   1.05534E+01   1.45722E+01   1.81650E+00  -1.44585E+01  -6.85855E+00
 532   100      548   9.89443E+00   1.39186E+01   1.81650E+00  -1.37996E+01  -6.49579E+00
 532   110      549   9.23548E+00   1.32656E+01   1.81650E+00  -1.31406E+01  -6.13304E+00
 532   120      550   8.57654E+00   1.26132E+01   1.81650E+00  -1.24817E+01  -5.77028E+00
 532   130      551   7.91760E+00   1.19615E+01   1.81650E+00  -1.18228E+01  -5.40753E+00
 532   140      552   7.25866E+00   1.13106E+01   1.81650E+00  -1.11638E+01  -5.04477E+00
 532   150      553   6.59972E+00   1.06608E+01   1.81650E+00  -1.05049E+01  -4.68202E+00
 532   160      554   5.94077E+00   1.00121E+01   1.81650E+00  -9.84593E+00  -4.31927E+00
 532   170      555   5.28183E+00   9.36485E+00   1.81650E+00  -9.18699E+00  -3.95651E+00
 532   180      556   4.62289E+00   8.71936E+00   1.81650E+00  -8.52805E+00  -3.59376E+00
 532   190      557   3.96395E+00   8.07604E+00   1.81650E+00  -7.86911E+00  -3.23100E+00
 532   200      558   3.30501E+00   7.43546E+00   1.81650E+00  -7.21016E+00  -2.86825E+00
 532   210      559   2.64606E+00   6.79839E+00   1.81650E+00  -6.55122E+00  -2.50549E+00
 532   220      560   1.98712E+00   6.16592E+00   1.81650E+00  -5.89228E+00  -2.14274E+00
 532   230      561   1.32818E+00   5.53963E+00   1.81650E+00  -5.23334E+00  -1.77999E+00
 532   240      562   6.69237E-01   4.92186E+00   1.81650E+00  -4.57440E+00  -1.41723E+00
 532   250      563   1.02945E-02   4.31630E+00   1.81650E+00  -3.91545E+00  -1.05448E+00
 532   252  BT  564  -8.86621E-02   4.22674E+00   1.81650E+00  -3.81650E+00  -1.00000E+00

 Total Time    0.101E-01
tvbo_bif ... done
Merge done

3D Bifurcation Diagram

The 3D plot shows the equilibrium backbone, periodic orbit tube surfaces (using the second state variable for cross-section shape), and codim-2 curves sweeping through parameter space:

result_c2_jl.plot_3d(VOI='V')

The tube surface shows the actual orbit shape at each parameter value — the cross-section is the V-W phase portrait projected along the parameter axis. Individual orbit loops are drawn for clarity.

Jansen-Rit Model

cont = Continuation.from_string(
    """\
name: jr_mu
dynamics: JansenRit

free_parameters:
    - name: mu
      domain:
          lo: "-1"
          hi: "1"

max_steps: 200
ds: 0.01
tol_stability: 1.0e-12
newton_tol: 1.0e-6
bothside: true

branches:
    - name: po_from_hopf
      source_point: "hopf:all"
      bothside: true
"""
)

exp = SimulationExperiment(
    dynamics=Dynamics.from_ontology("JansenRit"), continuations=[cont]
)
bif_result2 = exp.run("bifurcationkit.jl")
bif_result2.plot(VOI="y0")