Title: Research on representative algorithms of swarm intelligence
Abstract: Swarm intelligence has the characteristics of the collective intelligence emerging from the cooperation of individuals with little intelligence,which provides basic solutions for the complicated distributed problems under the conditions without central control and global model.The potential features of the parallel and distribution make the swarm intelligence an important direction in computer domain.After introducing the basic swarm intelligence model,two kinds of the swarm intelligence-based representative algorithms——The particle swarm optimization and the ant colony optimization are detailed and the characteristics of them are compared.Finally,the future research aspects of the swarm intelligence are emphatically suggested,especially the broad-applied ant algorithms.
Publication Year: 2010
Publication Date: 2010-01-01
Language: en
Type: article
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Cited By Count: 13
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