chromosome or genotype in evolutionary algorithms (EA) is a set of parameters which define a proposed solution of the problem that the evolutionary algorithm...
24 KB (2,686 words) - 23:02, 22 May 2025
Evolutionary algorithms (EA) reproduce essential elements of the biological evolution in a computer algorithm in order to solve "difficult" problems,...
41 KB (4,553 words) - 23:21, 14 June 2025
genetic algorithm (GA) is a metaheuristic inspired by the process of natural selection that belongs to the larger class of evolutionary algorithms (EA)....
69 KB (8,221 words) - 21:33, 24 May 2025
Crossover in evolutionary algorithms and evolutionary computation, also called recombination, is a genetic operator used to combine the genetic information...
26 KB (2,321 words) - 15:29, 21 May 2025
Genetic operator (category Evolutionary algorithms)
known as chromosomes) into new solutions (crossover) and select between solutions (selection). The classic representatives of evolutionary algorithms include...
11 KB (1,251 words) - 08:11, 28 May 2025
maintain genetic diversity of the chromosomes of a population of an evolutionary algorithm (EA), including genetic algorithms in particular. It is analogous...
21 KB (2,273 words) - 06:32, 23 May 2025
Evolutionary computation from computer science is a family of algorithms for global optimization inspired by biological evolution, and the subfield of...
27 KB (2,970 words) - 00:26, 29 May 2025
operations research, a memetic algorithm (MA) is an extension of an evolutionary algorithm (EA) that aims to accelerate the evolutionary search for the optimum...
35 KB (4,064 words) - 16:38, 12 June 2025
Evolutionary programming is an evolutionary algorithm, where a share of new population is created by mutation of previous population without crossover...
9 KB (678 words) - 19:38, 22 May 2025
Fitness function (redirect from Fitness (genetic algorithm))
important component of evolutionary algorithms (EA), such as genetic programming, evolution strategies or genetic algorithms. An EA is a metaheuristic...
23 KB (2,850 words) - 21:15, 22 May 2025
Gene expression programming (category Evolutionary algorithms)
Gene expression programming (GEP) in computer programming is an evolutionary algorithm that creates computer programs or models. These computer programs...
50 KB (6,491 words) - 20:59, 28 April 2025
Selection is a genetic operator in an evolutionary algorithm (EA). An EA is a metaheuristic inspired by biological evolution and aims to solve challenging...
13 KB (1,736 words) - 02:09, 25 May 2025
convergence to a single solution. The field of Evolutionary algorithms encompasses genetic algorithms (GAs), evolution strategy (ES), differential evolution...
12 KB (1,292 words) - 04:42, 15 April 2025
Genotypic and phenotypic repair (category Evolutionary algorithms)
optional components of an evolutionary algorithm (EA). An EA reproduces essential elements of biological evolution as a computer algorithm in order to solve demanding...
12 KB (1,300 words) - 11:31, 19 February 2025
Genetic representation (category Evolutionary algorithms)
Daniel (2018), "Constellation optimization using an evolutionary algorithm with a variable-length chromosome", 2018 IEEE Aerospace Conference, IEEE, pp. 1–12...
27 KB (3,099 words) - 22:29, 22 May 2025
Tournament selection (category Selection (evolutionary algorithm))
individuals in a evolutionary algorithm. Tournament selection involves running several "tournaments" among a few individuals (or "chromosomes") chosen at random...
5 KB (565 words) - 22:41, 16 March 2025
The Fly Algorithm is a computational method within the field of evolutionary algorithms, designed for direct exploration of 3D spaces in applications...
31 KB (3,630 words) - 01:15, 13 November 2024
Fitness proportionate selection (category Selection (evolutionary algorithm))
or spinning wheel selection, is a selection technique used in evolutionary algorithms for selecting potentially useful solutions for recombination. In...
8 KB (1,066 words) - 21:37, 4 June 2025
Cultural algorithms (CA) are a branch of evolutionary computation where there is a knowledge component that is called the belief space in addition to the...
5 KB (545 words) - 19:24, 6 October 2023
The population model of an evolutionary algorithm (EA) describes the structural properties of its population to which its members are subject. A population...
29 KB (3,152 words) - 10:23, 31 May 2025
Phylogenetic tree (redirect from Evolutionary tree)
optimal evolutionary ancestry between a set of species or taxa. Computational phylogenetics (also phylogeny inference) focuses on the algorithms involved...
29 KB (3,076 words) - 21:46, 14 June 2025
Neuroevolution (redirect from Evolutionary neural network)
neuro-evolution, is a form of artificial intelligence that uses evolutionary algorithms to generate artificial neural networks (ANN), parameters, and rules...
23 KB (1,946 words) - 17:53, 9 June 2025
Premature convergence (category Evolutionary algorithms)
unwanted effect in evolutionary algorithms (EA), a metaheuristic that mimics the basic principles of biological evolution as a computer algorithm for solving...
14 KB (1,556 words) - 02:36, 27 May 2025
List of metaphor-based metaheuristics (redirect from Harmony search algorithm)
abandoned. The imperialist competitive algorithm (ICA), like most of the methods in the area of evolutionary computation, does not need the gradient...
42 KB (4,798 words) - 04:33, 2 June 2025
Outline of machine learning (redirect from Machine learning algorithms)
utility CellCognition Cellular evolutionary algorithm Chi-square automatic interaction detection Chromosome (genetic algorithm) Classifier chains Cleverbot...
39 KB (3,386 words) - 19:51, 2 June 2025
Multi expression programming (category Machine learning algorithms)
Multi Expression Programming (MEP) is an evolutionary algorithm for generating mathematical functions describing a given set of data. MEP is a Genetic...
5 KB (584 words) - 09:51, 27 December 2024
Evolution strategy (ES) from computer science is a subclass of evolutionary algorithms, which serves as an optimization technique. It uses the major genetic...
20 KB (2,053 words) - 19:02, 23 May 2025
Genetic programming (GP) is an evolutionary algorithm, an artificial intelligence technique mimicking natural evolution, which operates on a population...
32 KB (3,543 words) - 06:39, 2 June 2025
The B-Cell Algorithm Artificial immune system Biologically inspired computing Computational immunology Computational intelligence Evolutionary computation...
4 KB (361 words) - 09:43, 27 May 2025
Truncation selection (category Selection (evolutionary algorithm))
Truncation selection is a selection method in selective breeding and in evolutionary algorithms from computer science, which selects a certain share of fittest...
3 KB (310 words) - 05:20, 28 May 2025