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Particle Swarm Optimization: An Overview, Advancements and Hybridization by Shafquat Rana; Md Sarwar; Anwar Shahzad Siddiqui; Prashant is a book available to read on EtoBox.

What is Particle Swarm Optimization: An Overview, Advancements and Hybridization about?

Particle swarm optimization (PSO) has gained its importance over last 20 years and has been proven successful in many domains and disciplines of science and technology, as well as in other fields. It has shown its ability in optimizing various complex problems in a simpler way. Due to its simplicity and worldwide applications, the latest breakthroughs in PSO, as well as their applications in various fields are stated in this chapter. Its significance, algorithm and working mechanism along with the pseudo-code are presented in this chapter. The utility of PSO has been addressed and the flaws in the algorithm have been recognized. The recent advancements and modifications of PSO in terms of its parameters are also discussed. Finally, its hybridization with other illustrious algorithms and applications in multiple disciplines and domains over the last decades are discussed. The motivation for all hybrid optimization techniques is examined for real-world challenges. It has been noticed that PSO can be hybridized with other algorithms and parallel applications.

Author

Shafquat Rana; Md Sarwar; Anwar Shahzad Siddiqui; Prashant

Publisher

Wiley & Sons, Limited, John

Published

2023

Language

EN

ISBN

9781119906391