Examples ======== This section contains some documented examples of common toy problems often encountered in the evolutionary computation community. Note that there are several other examples in the ``deap/examples`` sub-directory of the framework. These can be used as ground work for implementing your own flavour of evolutionary algorithms. Genetic Algorithm (GA) ---------------------- .. toctree:: :maxdepth: 1 ga_onemax ga_onemax_short ga_onemax_numpy ga_knapsack coev_coop nsga3 .. _gpexamples: Genetic Programming (GP) ------------------------ .. toctree:: :maxdepth: 1 gp_symbreg gp_parity gp_multiplexer gp_ant gp_spambase Evolution Strategy (ES) ----------------------- .. toctree:: :maxdepth: 1 es_fctmin es_onefifth cmaes bipop_cmaes cmaes_plotting Particle Swarm Optimization (PSO) --------------------------------- .. toctree:: :maxdepth: 1 pso_basic pso_multiswarm Estimation of Distribution Algorithms (EDA) ------------------------------------------- .. toctree:: :maxdepth: 1 eda