Evolutionary Computation Softwares

I principaly use Evolutionary Computation in Java (ECJ) library for my research because it is, for me, the most documented library I found (a book of 200 pages and 5 tutorials are given). I also used Deap library for teaching.

Programming language Evolutionary Computation Library
Java ECJ
JClec
CILib
C++ Evolving Objects
ParadisEO
C# HeuristicLab
Python Inspyred
Deap
R RFrEAK
Machine and Statistical Learning packages
Of course, this list is far from being exhaustive.
A recent comparative analysis of Metaheuristic optimization frameworks is available here

Softwares

Tutorials