Modular evolutionary algorithms
Project description
Description
This package contains the S-metric selection evolutionary multi-objective optimization algorithm (SMS-EMOA) and the non-dominated sorting genetic algorithm 2 (NSGA2) for multiobjective optimization. For single-objective optimization, classical evolution strategies are provided. The algorithms can work on real-valued and binary search spaces.
The package is geared to work with optimization problems as defined in the package optproblems, but the dependency is not enforced because the necessary interface could also be mimicked.
Documentation
The documentation is located at https://ls11-www.cs.tu-dortmund.de/people/swessing/evoalgos/doc/