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- Cellular_evolutionary_algorithm abstract "A Cellular Evolutionary Algorithm (cEA) is a kind of evolutionary algorithm (EA) in which individuals cannot mate arbitrarily, but every one interacts with its closer neighbors on which a basic EA is applied (selection, variation, replacement). The cellular model simulates Natural evolution from the point of view ofthe individual, which encodes a tentative (optimization, learning, search) problem solution. The essential idea of this model is to provide the EA populationwith a special structure defined as a connected graph, in which each vertex is an individual who communicates with hisnearest neighbors. Particularly, individuals are conceptually set in a toroidalmesh, and are only allowed to recombine with close individuals. This leads usto a kind of locality known as isolation by distance. The set of potential matesof an individual is called its neighborhood. It is known that, in this kindof algorithm, similar individuals tend to cluster creating niches, and these groupsoperate as if they were separate sub-populations (islands). Anyway, there is noclear borderline between adjacent groups, and close niches could be easilycolonized by competitive niches and maybe merge solution contents during the process. Simultaneously,farther niches can be affected more slowly.".
- Cellular_evolutionary_algorithm thumbnail Evolution_of_several_cEAs.png?width=300.
- Cellular_evolutionary_algorithm wikiPageExternalLink neo.lcc.uma.es.
- Cellular_evolutionary_algorithm wikiPageExternalLink cEA-web.
- Cellular_evolutionary_algorithm wikiPageExternalLink 978-0-387-77609-5.
- Cellular_evolutionary_algorithm wikiPageID "33418313".
- Cellular_evolutionary_algorithm wikiPageRevisionID "599485330".
- Cellular_evolutionary_algorithm hasPhotoCollection Cellular_evolutionary_algorithm.
- Cellular_evolutionary_algorithm subject Category:Evolutionary_algorithms.
- Cellular_evolutionary_algorithm type Abstraction100002137.
- Cellular_evolutionary_algorithm type Act100030358.
- Cellular_evolutionary_algorithm type Activity100407535.
- Cellular_evolutionary_algorithm type Algorithm105847438.
- Cellular_evolutionary_algorithm type Event100029378.
- Cellular_evolutionary_algorithm type EvolutionaryAlgorithms.
- Cellular_evolutionary_algorithm type Procedure101023820.
- Cellular_evolutionary_algorithm type PsychologicalFeature100023100.
- Cellular_evolutionary_algorithm type Rule105846932.
- Cellular_evolutionary_algorithm type YagoPermanentlyLocatedEntity.
- Cellular_evolutionary_algorithm comment "A Cellular Evolutionary Algorithm (cEA) is a kind of evolutionary algorithm (EA) in which individuals cannot mate arbitrarily, but every one interacts with its closer neighbors on which a basic EA is applied (selection, variation, replacement). The cellular model simulates Natural evolution from the point of view ofthe individual, which encodes a tentative (optimization, learning, search) problem solution.".
- Cellular_evolutionary_algorithm label "Cellular evolutionary algorithm".
- Cellular_evolutionary_algorithm sameAs m.0h95zwm.
- Cellular_evolutionary_algorithm sameAs Q5058361.
- Cellular_evolutionary_algorithm sameAs Q5058361.
- Cellular_evolutionary_algorithm sameAs Cellular_evolutionary_algorithm.
- Cellular_evolutionary_algorithm wasDerivedFrom Cellular_evolutionary_algorithm?oldid=599485330.
- Cellular_evolutionary_algorithm depiction Evolution_of_several_cEAs.png.
- Cellular_evolutionary_algorithm isPrimaryTopicOf Cellular_evolutionary_algorithm.