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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 wikiPageLength "8982".
- Cellular_evolutionary_algorithm wikiPageOutDegree "16".
- Cellular_evolutionary_algorithm wikiPageRevisionID "673162067".
- Cellular_evolutionary_algorithm wikiPageWikiLink Category:Evolutionary_algorithms.
- Cellular_evolutionary_algorithm wikiPageWikiLink Cellular_automata.
- Cellular_evolutionary_algorithm wikiPageWikiLink Cellular_automaton.
- Cellular_evolutionary_algorithm wikiPageWikiLink Dual-phase_evolution.
- Cellular_evolutionary_algorithm wikiPageWikiLink Enrique_Alba.
- Cellular_evolutionary_algorithm wikiPageWikiLink Evolutionary_algorithm.
- Cellular_evolutionary_algorithm wikiPageWikiLink FPGAs.
- Cellular_evolutionary_algorithm wikiPageWikiLink Field-programmable_gate_array.
- Cellular_evolutionary_algorithm wikiPageWikiLink GPUs.
- Cellular_evolutionary_algorithm wikiPageWikiLink Graphics_processing_unit.
- Cellular_evolutionary_algorithm wikiPageWikiLink Metaheuristic.
- Cellular_evolutionary_algorithm wikiPageWikiLink Parallel_metaheuristic.
- Cellular_evolutionary_algorithm wikiPageWikiLink Parallel_metaheuristics.
- Cellular_evolutionary_algorithm wikiPageWikiLink File:CEA_neighborhood_types.png.
- Cellular_evolutionary_algorithm wikiPageWikiLink File:Evolution_of_several_cEAs.png.
- Cellular_evolutionary_algorithm wikiPageWikiLink File:Ratio_concept_in_cEAs.png.
- Cellular_evolutionary_algorithm wikiPageWikiLinkText "Cellular evolutionary algorithm".
- Cellular_evolutionary_algorithm hasPhotoCollection Cellular_evolutionary_algorithm.
- Cellular_evolutionary_algorithm wikiPageUsesTemplate Template:Evolutionary_computation.
- Cellular_evolutionary_algorithm wikiPageUsesTemplate Template:Reflist.
- Cellular_evolutionary_algorithm subject Category:Evolutionary_algorithms.
- Cellular_evolutionary_algorithm hypernym Kind.
- Cellular_evolutionary_algorithm type Algorithm.
- 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 wasDerivedFrom Cellular_evolutionary_algorithm?oldid=673162067.
- Cellular_evolutionary_algorithm depiction Evolution_of_several_cEAs.png.
- Cellular_evolutionary_algorithm isPrimaryTopicOf Cellular_evolutionary_algorithm.