Search results for "module:Algorithm::Evolutionary::Op::RouletteWheel"
Algorithm::Evolutionary::Op::RouletteWheel - Fitness-proportional selection, using a roulette wheel.
Roulette wheel selection tries to select as many copies of the individual as it corresponds to its fitness. It is used in the canonical GA. Some information on this method of selection can be found in this GA tutorial <http://www.geatbx.com/docu/algs...
JMERELO/Algorithm-Evolutionary-0.82.1 - 29 Mar 2021 11:30:17 UTC
Algorithm::Evolutionary::Op::Breeder - Even more customizable single generation for an evolutionary algorithm.
Breeder part of the evolutionary algorithm; takes a population and returns another created from the first...
JMERELO/Algorithm-Evolutionary-0.82.1 - 29 Mar 2021 11:30:17 UTC
Algorithm::Evolutionary::Op::EDA_step - Single step for a Estimation of Distribution Algorithm
Estimation of Distribution Algorithms shun operators and instead try to model the distribution of "good" solutions in the population. This version corresponds to the most basic one....
JMERELO/Algorithm-Evolutionary-0.82.1 - 29 Mar 2021 11:30:17 UTC
Algorithm::Evolutionary::Op::Selector - Abstract base class for population selectors
Abstract base class for population selectors; defines a few instance variables and interface elements...
JMERELO/Algorithm-Evolutionary-0.82.1 - 29 Mar 2021 11:30:17 UTC
Algorithm::Evolutionary::Op::FullAlgorithm - Skeleton class for a fully-featured evolutionary algorithm
Class for a configurable evolutionary algoritm. It takes a single-generarion object, and mixes it with a termination condition to create a full algorithm. Includes a sensible default (100-generation generational algorithm) if it is issued only an obj...
JMERELO/Algorithm-Evolutionary-0.82.1 - 29 Mar 2021 11:30:17 UTC
Algorithm::Evolutionary::Op::Breeder_Diverser - Like Breeder, only it tries to cross only individuals that are different
Breeder part of the evolutionary algorithm; takes a population and returns another created from the first. Different from Algorithm::Evolutionary::Op::Breeder: tries to avoid crossover among the same individuals and also re-creating an individual alr...
JMERELO/Algorithm-Evolutionary-0.82.1 - 29 Mar 2021 11:30:17 UTC
Algorithm::Evolutionary::Op::GeneralGeneration - Customizable single generation for an evolutionary algorithm.
Genetic algorithm that uses the other component. Must take as input the operators thar are going to be used, along with its priorities...
JMERELO/Algorithm-Evolutionary-0.82.1 - 29 Mar 2021 11:30:17 UTC
Algorithm::Evolutionary::Op::Generation_Skeleton - Even more customizable single generation for an evolutionary algorithm.
Skeleton class for a general single-generation (or single step) in an evolutionary algorithm; its instantiation requires a fitness function, a Selector, a reference to an array of operators and a replacement operator...
JMERELO/Algorithm-Evolutionary-0.82.1 - 29 Mar 2021 11:30:17 UTC