Genetic Algorithms

• algorithms

  • optim_ga A flexible genetic algorithm
  • optim_moga multi-objective genetic algorithm
  • optim_nsga A multi-objective Niched Sharing Genetic Algorithm
  • optim_nsga2 A multi-objective Niched Sharing Genetic Algorithm version 2

• utilities

  • coding_ga_binary A function which performs conversion between binary and continuous representation
  • coding_ga_identity A “no-operation” conversion function
  • crossover_ga_binary A crossover function for binary code
  • crossover_ga_default A crossover function for continuous variable functions
  • init_ga_default A function a initialize a population
  • mutation_ga_binary A function which performs binary mutation
  • mutation_ga_default A continuous variable mutation function
  • pareto_filter A function which extracts non dominated solution from a set
  • selection_ga_elitist An ‘elitist’ selection function
  • selection_ga_random A function which performs a random selection of individuals