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所属单位：自动化学院

发表刊物：Binggong Xuebao

摘要：The existing constrained particle swarm optimization(PSO) algorithms have the disadvantages of algorithm complexity, limited application and poor optimization. A kind of novel constrained particle swarm optimization algorithm is proposed. The proposed algorithm converts a constrained optimization problem into an unconstrained one using the method of objective function substitution method. It is tested with the typical test functions. The algorithm shows its superiority in handling the constrained conditions clearly compared with other constrained PSO algorithms. In order to verify the feasibility of the proposed constrained PSO algorithm applying in the engineering, the proposed algorithm is used to design a μ-PID fixed-structure robust controller by taking a sample missile longitudinal model for the classical Raytheon control structure. The simulated results indicate that the sample missile controller can not only satisfy a variety of time domain indexes but also have strong robustness, and the proposed algorithm is effective. © 2017, Editorial Board of Acta Armamentarii. All right reserved.

ISSN号：1000-1093

是否译文：否

发表时间：2017-01-01

合写作者：李臣亮,陈鑫

通讯作者：张民