Inspyred vs other open source python libraries such as PyGMO, Platypus, or DEAP

[pedro.s...@gmail.com]

Hello,

I need an open source multiobjective optimization python library and I can't decide what's best after some online research on the topic. I came across PyGMO, Platypus, Inspyred and DEAP.

While PyGMO looks like a good option due to their benchmark test suite of optimization problems (with results posted in their docs), Inspyred also has a few multiobjective benchmark problems.

Platypus' slow performance worries me and I haven't read much yet about DEAP.

Thoughts?

Thanks!

--P