EO is a templates-based, ANSI-C++ compliant evolutionary computation library. It contains classes for any kind of evolutionary computation (specially genetic algorithms) you might come up to, except maybe genetic programming. It is component-based, so that if you don't find the class you need in it, it is very easy to subclass existing abstract or concrete classes.