粒子群优化算法及其在天线电路中的应用综述

Qi-li Pi, Ye Hongtao
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引用次数: 8

摘要

随着智能算法的发展,粒子群优化(PSO)成为近年来目标优化研究的热点。粒子群算法在科学和工程上有许多成功的应用。本文详细介绍了粒子群算法的基本概念。提出了改进粒子群算法的几种重要方法。并对粒子群算法进行了理论分析。最后,指出了粒子群算法在天线电路中的应用以及未来的挑战领域。
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Survey of particle swarm optimization algorithm and its applications in antenna circuit
With the development of intelligent algorithms, particle swarm optimization (PSO) has become the hot spot for the study on objective optimization in recent years. PSO has many successful scientific and engineering applications. In this paper, a detail review of the basic concepts of PSO is provided. Several important ways to improve PSO is presented. Moreover, the theoretical analyses on PSO are provided. Finally, the applications in antenna circuit of PSO and its future challenging field are also pointed out in the remainder of this paper.
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