Survey of particle swarm optimization algorithm and its applications in antenna circuit

Qianying, Pi; Ye, Hongtao

doi:10.1109/iccps.2015.7454212

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Cited by 6 publications

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“…Improved PSO was utilized in different techniques for image processing [11]. Finally, a survey of PSO algorithm applications in antenna circuit was reported in [12].…”

Section: Introductionmentioning

confidence: 99%

An enhanced particle swarm optimization algorithm

Abdul-Adheem¹

2019

IJECE

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<p>In this paper, an enhanced stochastic optimization algorithm based on the basic Particle Swarm Optimization (PSO) algorithm is proposed. The basic PSO algorithm is built on the activities of the social feeding of some animals. Its parameters may influence the solution considerably. Moreover, it has a couple of weaknesses, for example, convergence speed and premature convergence. As a way out of the shortcomings of the basic PSO, several enhanced methods for updating the velocity such as Exponential Decay Inertia Weight (EDIW) are proposed in this work to construct an Enhanced PSO (EPSO) algorithm. The suggested algorithm is numerically simulated established on five benchmark functions with regards to the basic PSO approaches. The performance of the EPSO algorithm is analyzed and discussed based on the test results.</p>

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“…Improved PSO was utilized in different techniques for image processing [11]. Finally, a survey of PSO algorithm applications in antenna circuit was reported in [12].…”

Section: Introductionmentioning

confidence: 99%