The important condition of fully utilizing the PSO algorithm is to keep the harmony between searching in detail and exploring a new area. In this paper, based on the fuzzy set theory and the relation between individual and colony, a fuzzy control variety method and a PSO algorithm are introduced to cover the shortage of control variety methods. The simulation for the test function shows: compared with the contrast method, the FUZZY/spl I.bar/PSO algorithm has the better convergence accuracy and faster evolution velocity.
A new kind of fuzzy particle swarm optimization FUZZY/spl I.bar/PSO algorithm
01.01.2006
1890367 byte
Aufsatz (Konferenz)
Elektronische Ressource
Englisch
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