scipy cobyla doesn't converge
References
Reference NO 1
http://stackoverflow.com/questions/13654107/scipy-cobyla-doesnt-converge
Reference NO 2
https://github.com/scipy/scipy/blob/master/scipy/optimize/_minimize.py
Reference NO 3
http://dsnra.jpl.nasa.gov/software/Python/python-modules/scipy.optimize.html
Reference NO 4
http://ab-initio.mit.edu/wiki/index.php/NLopt_release_notes
Reference NO 5
http://modular.math.washington.edu/home/wstein/www/home/nborie/sage/local/lib/python2.7/site-packages/scipy/optimize/_minimize.py
Reference NO 6
http://pydoc.net/Python/scikits.statsmodels/0.3.1/scikits.statsmodels.sandbox.tsa.garch/
Reference NO 7
http://europepmc.org/articles/PMC3638882
Reference NO 8
http://code.metager.de/source/history/scipy/scipy/
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