reviewArchives of Computational Methods in EngineeringApr 19, 2022HYBRID OA

Particle Swarm Optimization Algorithm and Its Applications: A Systematic Review

AGAhmed G. Gad

Kafrelsheikh University

Indexed incrossref

Abstract

Abstract Throughout the centuries, nature has been a source of inspiration, with much still to learn from and discover about. Among many others, Swarm Intelligence (SI), a substantial branch of Artificial Intelligence, is built on the intelligent collective behavior of social swarms in nature. One of the most popular SI paradigms, the Particle Swarm Optimization algorithm (PSO), is presented in this work. Many changes have been made to PSO since its inception in the mid 1990s. Since their learning about the technique, researchers and practitioners have developed new applications, derived new versions, and published theoretical studies on the potential influence of various parameters and aspects of the…

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1,696
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206.01
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100%
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Topics & keywords

Topics
Keywords
  • Particle swarm optimization
  • Swarm intelligence
  • Computer science
  • Systematic review
  • Swarm behaviour
  • Data science
  • Open research
  • Process (computing)
UN Sustainable Development Goals
  • Sustainable cities and communities
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