Hi all,

you may be interested in new free multifactor analysis tool for
experiment planning (in physics, chemistry, biology etc). It is based
on numerical optimization solver BOBYQA, released in 2009 by Michael
J.D. Powell, and has easy and convenient GUI frontend, written in
Python + tkinter. Maybe other (alternative) engines will be available
in future.

See its webpage for details:
http://openopt.org/MultiFactorAnalysis

Regards, Dmitrey.
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