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- Stochastic_diffusion_search abstract "Stochastic diffusion search (SDS) was first described in 1989 as a population-based, pattern-matching algorithm [Bishop, 1989]. It belongs to a family of swarm intelligence and naturally inspired search and optimisation algorithms which includes ant colony optimization, particle swarm optimization and genetic algorithms. Unlike stigmergetic communication employed in ant colony optimization, which is based on modification of the physical properties of a simulated environment, SDS uses a form of direct (one-to-one) communication between the agents similar to the tandem calling mechanism employed by one species of ants, Leptothorax acervorum.In SDS agents perform cheap, partial evaluations of a hypothesis (a candidate solution to the search problem). They then share information about hypotheses (diffusion of information) through direct one-to-one communication. As a result of the diffusion mechanism, high-quality solutions can be identified from clusters of agents with the same hypothesis. The operation of SDS is most easily understood by means of a simple analogy – The Restaurant Game.".
- Stochastic_diffusion_search wikiPageID "4958827".
- Stochastic_diffusion_search wikiPageLength "4623".
- Stochastic_diffusion_search wikiPageOutDegree "7".
- Stochastic_diffusion_search wikiPageRevisionID "459791595".
- Stochastic_diffusion_search wikiPageWikiLink Ant_colony_optimization.
- Stochastic_diffusion_search wikiPageWikiLink Ant_colony_optimization_algorithms.
- Stochastic_diffusion_search wikiPageWikiLink Category:Artificial_intelligence.
- Stochastic_diffusion_search wikiPageWikiLink Category:Stochastic_algorithms.
- Stochastic_diffusion_search wikiPageWikiLink Genetic_algorithm.
- Stochastic_diffusion_search wikiPageWikiLink Particle_swarm_optimization.
- Stochastic_diffusion_search wikiPageWikiLink Swarm_intelligence.
- Stochastic_diffusion_search wikiPageWikiLinkText "SDS".
- Stochastic_diffusion_search wikiPageWikiLinkText "Stochastic diffusion search".
- Stochastic_diffusion_search wikiPageWikiLinkText "stochastic diffusion search".
- Stochastic_diffusion_search hasPhotoCollection Stochastic_diffusion_search.
- Stochastic_diffusion_search subject Category:Artificial_intelligence.
- Stochastic_diffusion_search subject Category:Stochastic_algorithms.
- Stochastic_diffusion_search type Area.
- Stochastic_diffusion_search type Algorithm.
- Stochastic_diffusion_search type Area.
- Stochastic_diffusion_search comment "Stochastic diffusion search (SDS) was first described in 1989 as a population-based, pattern-matching algorithm [Bishop, 1989]. It belongs to a family of swarm intelligence and naturally inspired search and optimisation algorithms which includes ant colony optimization, particle swarm optimization and genetic algorithms.".
- Stochastic_diffusion_search label "Stochastic diffusion search".
- Stochastic_diffusion_search sameAs m.0cx448.
- Stochastic_diffusion_search sameAs Q7617814.
- Stochastic_diffusion_search sameAs Q7617814.
- Stochastic_diffusion_search wasDerivedFrom Stochastic_diffusion_search?oldid=459791595.
- Stochastic_diffusion_search isPrimaryTopicOf Stochastic_diffusion_search.