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Algorithm-Evolutionary-0.53_1
River stage one • 3 direct dependents • 4 total dependents
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  • 27 Feb 2003 09:53:39 UTC
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++ed by:
EGOR
1 non-PAUSE user
Author image J. J. Merelo-Guervós

Documentation

XML
Syntax and semantics of the XML files used in OPEAL

Modules

Algorithm::Evolutionary
Perl extension for performing paradigm-free evolutionary algorithms.
Algorithm::Evolutionary::Experiment
Class for setting up an experiment with algorithms and population
Algorithm::Evolutionary::Individual::Base
Base class for chromosomes that knows how to build them, and has some helper methods.
Algorithm::Evolutionary::Individual::BitString
Classic bitstring individual for evolutionary computation; usually called chromosome
Algorithm::Evolutionary::Individual::String
A character string to be evolved. Useful mainly in word games
Algorithm::Evolutionary::Individual::Tree
Array as an individual for evolutionary computation
Algorithm::Evolutionary::Individual::Vector
Array as an individual for evolutionary computation
Algorithm::Evolutionary::Op::ArithCrossover
Arithmetic crossover operator; performs the average of the n parents crossed
Algorithm::Evolutionary::Op::Base
Base class for OPEAL operators; operators are any object with the "apply" method, which does things to individuals or populations.
Algorithm::Evolutionary::Op::Bitflip
BitFlip mutation
Algorithm::Evolutionary::Op::CX
Algorithm::Evolutionary::Op::CanonicalGA
Canonical Genetic Algorithm, with any representation
Algorithm::Evolutionary::Op::ChangeLengthMutation
Increases/decreases by one the length of the string
Algorithm::Evolutionary::Op::Creator
Operator that generates groups of individuals, of the intended class
Algorithm::Evolutionary::Op::Crossover
n-point crossover operator; puts a part of the second operand into the first operand; can be 1 or 2 points
Algorithm::Evolutionary::Op::DeltaTerm
Termination condition for an algorithm; checks that the difference of the best to a target is less than a delta
Algorithm::Evolutionary::Op::Easy
evolutionary algorithm, single generation, with variable operators.
Algorithm::Evolutionary::Op::FullAlgorithm
evolutionary algorithm, single generation, with variable operators.
Algorithm::Evolutionary::Op::GaussianMutation
Changes numeric chromosome components following the gaussian distribution
Algorithm::Evolutionary::Op::GeneralGeneration
Customizable single generation for an evolutionary algorithm.
Algorithm::Evolutionary::Op::GenerationalTerm
Checks for termination of an algorithm.
Algorithm::Evolutionary::Op::IncMutation
Increments/decrements by one the value of one of the components of the string, takes into account the char class
Algorithm::Evolutionary::Op::Inverover
Michalewicz\'s inver-over Operator.
Algorithm::Evolutionary::Op::LinearFreezer
used by Simulated Annealing algorithms
Algorithm::Evolutionary::Op::Mutation
BitFlip mutation, changes several bits in a bitstring, depending on the probability
Algorithm::Evolutionary::Op::NoChangeTerm
Checks for termination of an algorithm; terminates when several generations transcur without change
Algorithm::Evolutionary::Op::Permutation
BitFlip mutation, changes several bits in a bitstring, depending on the probability
Algorithm::Evolutionary::Op::QuadXOver
n-point crossover operator; puts a part of the second operand into the first operand; can be 1 or 2 points.
Algorithm::Evolutionary::Op::RouletteWheel
Fitness-proportional selection, using a roulette wheel
Algorithm::Evolutionary::Op::SimulatedAnnealing
An operator that performs the simulated annealing algorithm on an individual, using an external freezer.
Algorithm::Evolutionary::Op::TournamentSelect
Tournament selector, takes individuals from one population and puts them into another
Algorithm::Evolutionary::Op::TreeMutation
GP-like mutation operator for trees
Algorithm::Evolutionary::Op::VectorCrossover
Crossover for lgorithm::Evolutionary::Individual::Vector.
Algorithm::Evolutionary::Wheel
Random selector of things depending on probabilities

Other files