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INTERNATIONAL JOURNAL OF SCIENTIFIC DEVELOPMENT AND RESEARCH
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ISSN Approved Journal No: 2455-2631 | Impact factor: 8.15 | ESTD Year: 2016
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Paper Title:	Particle Swarm Optimization from Animation to Recent Trends: A Systematic Review
Authors Name:	DEVINDER KUMAR , Narender kumar Jain , Nangia Uma
Unique Id:	IJSDR2208054
Published In:	Volume 7 Issue 8, August-2022
Abstract:	Particle Swarm Optimization (PSO) is a natural phenomenon computing technique which came into existence in mid-1990 and belongs to swarm intelligence (SI) family. Many researchers tried to modify the core algorithm while other tried hybridization by combining best features of other algorithm. In this comprehensive investigation paper, a systematic and chronological effort has been made for literature review from 1983 to 2019 which fits the need of researcher from starting with all the developments like historical development,addition of new parameters, tuning or refinement of parameters and its variants for different optimization problems with constraints, multi-objectives. In addition this paper also covers the literature survey of parallel PSO,its hybrids, communication topology and for multi-objective problems strategy used for parallel computing are covered in detail. This review will give a correct direction for future study and open problems to many researchers.
Keywords:	Particle Swarm Optimization, hybridization, refinement, multi-objective, Stagnation, GPU,CUDA, Cloud computing.
Cite Article:	"Particle Swarm Optimization from Animation to Recent Trends: A Systematic Review ", International Journal of Science & Engineering Development Research (www.ijsdr.org), ISSN:2455-2631, Vol.7, Issue 8, page no.382 - 413, August-2022, Available :http://www.ijsdr.org/papers/IJSDR2208054.pdf
Downloads:	000337070
Publication Details:	Published Paper ID: IJSDR2208054 Registration ID:201167 Published In: Volume 7 Issue 8, August-2022 DOI (Digital Object Identifier): Page No: 382 - 413 Publisher: IJSDR \| www.ijsdr.org ISSN Number: 2455-2631

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