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
  • output_ga_default — A simple output function used for logging purposes
  • 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