Particle swarm optimization: A comprehensive survey

TM Shami, AA El-Saleh, M Alswaitti, Q Al-Tashi… - Ieee …, 2022 - ieeexplore.ieee.org
… in optimization problems. More importantly, this review paper focuses on PSO-based … To
the best of the authors’ knowledge, there has been no publication on a comprehensive survey

Particle swarm optimization algorithm and its applications: a systematic review

AG Gad - Archives of computational methods in engineering, 2022 - Springer
… social swarms in nature. One of the most popular SI paradigms, the Particle Swarm Optimization
algorithm (… of various parameters and aspects of the algorithm. Various perspectives are …

Major advances in particle swarm optimization: theory, analysis, and application

EH Houssein, AG Gad, K Hussain… - Swarm and Evolutionary …, 2021 - Elsevier
… a summary of the great efforts that have added impetus and new directions to research in
particle swarms, … The strength of this study lies in its presentation of comprehensive challenges …

Automatic data clustering using hybrid firefly particle swarm optimization algorithm

MB Agbaje, AE Ezugwu, R Els - IEEE Access, 2019 - ieeexplore.ieee.org
Clustering analysis methods have been widely applied in … study, a hybrid of two
algorithms, particle swarm optimization (… limitations of the firefly algorithm, such as premature …

A survey on particle swarm optimization with emphasis on engineering and network applications

M Elbes, S Alzubi, T Kanan, A Al-Fuqaha… - Evolutionary …, 2019 - Springer
… intelligence is a kind of artificial intelligence that is based on the collective behavior of the …
on reviewing a heuristic global optimization method called particle swarm optimization (PSO). …

25 years of particle swarm optimization: Flourishing voyage of two decades

J Nayak, H Swapnarekha, B Naik, G Dhiman… - … Methods in Engineering, 2023 - Springer
… Several SI algorithms have been designed based on the … colony optimization, particle
swarm optimization, cuckoo search, bat algorithm, firefly algorithm, bee’s algorithm, monkey-based

Energy efficient clustering algorithm based on particle swarm optimization technique for wireless sensor networks

S Loganathan, J Arumugam - Wireless Personal Communications, 2021 - Springer
… The proposed energy efficient particle swarm optimization based clustering algorithm was
simulated using the mat lab. The simulation parameters used in the algorithm is described in …

Particle swarm optimization-based energy efficient clustering protocol in wireless sensor network

P Rawat, S Chauhan - Neural Computing and applications, 2021 - Springer
… , a particle swarm optimization-based energy efficient clusteringparticle swarm optimization
technique to select the cluster … The cluster head is selected by employing the particle swarm

A survey of algorithms, applications and trends for particle swarm optimization

J Fang, W Liu, L Chen, S Lauria, A Miron, X Liu - 2023 - bura.brunel.ac.uk
… This paper aims to deliver a comprehensive and timely review of the PSO algorithms and
their applications. An up-to-date review of some PSO variants is also introduced. In this paper, …

Particle swarm optimisation: a historical review up to the current developments

D Freitas, LG Lopes, F Morgado-Dias - Entropy, 2020 - mdpi.com
… The Particle Swarm Optimisation (PSO) algorithm was inspired by the social and biological
… In this nature-based algorithm, individuals are referred to as particles and fly through the …