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-In particle swarm algorithm, the introduction of glowworm algorithm, according to domain to determine a perception range, within the scope of perception of all the particles find an extreme value point sequence, which apply roulette method, choose a particle instead of global extreme value.So as to scattered particle, and avoid the local minima.Experimental results demonstrate the feasibility and effectiveness of the method. Keyword-Particle swarm optimization;Glowworm swarm optimization; Constrained optimization.

PSO algorithm based on GSO and application in the Constrained optimization