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计算机应用研究 2011
Adaptive hybrid particle swarm optimization algorithm and application
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Abstract:
To improve the performance of the particle swarm optimization(PSO) algorithm,this paper proposed an adaptive hybrid particle swarm optimization(AHPSO) algorithm based on simplex method(SM) and PSO.AHPSO could dynamically adjust the particle's inertia weight according to the search needs,used SM to enhance the search capability when meet searching stagnate.The simulations prove the AHPSO have better optimization performance than SPSO and SMPSO.Aero-engine PID controller tuning test prove AHPSO have the bette...