A Modified Particle Swarm Optimization for the Applications of Electromagnetic Devices

Rehan Ali Khan, Shiyou Yang, Shah Fahad, Shafiullah Khan, Javed Ali Khan

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Particle Swarm Optimization (PSO) is a global search algorithm based on swarm intelligence. The PSO is becoming more popular because of solving complex and complicated benchmark optimization problems. The mathematical model of PSO is easy due to few control parameters. However, the PSO algorithm are stuck due to premature convergence while dealing with high dimensional problems. To handle this issue the current research paper introducing especial best particle that incorporated in the updating equations. Also, the novel best particle control the diversity of the search process and keep a decent balance between the exploration and exploitation searches. The experimental outcomes demonstrates that the novel algorithm performs well as compared to other one.

Original languageEnglish
Title of host publicationProceedings - 2021 2nd International Conference on Electronics, Communications and Information Technology, CECIT 2021
PublisherInstitute of Electrical and Electronics Engineers (IEEE)
Pages91-96
Number of pages6
ISBN (Electronic)9781665437578
DOIs
Publication statusPublished - 2021
Event2nd International Conference on Electronics, Communications and Information Technology, CECIT 2021 - Virtual, Sanya, China
Duration: 27 Dec 202129 Dec 2021

Publication series

NameProceedings - 2021 2nd International Conference on Electronics, Communications and Information Technology, CECIT 2021

Conference

Conference2nd International Conference on Electronics, Communications and Information Technology, CECIT 2021
Country/TerritoryChina
CityVirtual, Sanya
Period27/12/2129/12/21

Keywords

  • global best
  • Optimization
  • PSO
  • real-world problems
  • TEAM22

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