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
behaviour of bird flocks searching for food sources. In this nature-based algorithm …

A review of particle swarm optimization. Part I: background and development

A Banks, J Vincent, C Anyakoha - Natural Computing, 2007 - Springer
Abstract Particle Swarm Optimization (PSO), in its present form, has been in existence for
roughly a decade, with formative research in related domains (such as social modelling …

Particle swarm optimization

KL Du, MNS Swamy, KL Du, MNS Swamy - Search and optimization by …, 2016 - Springer
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[HTML][HTML] Particle swarm optimization applied to the design of water supply systems

I Montalvo, J Izquierdo, R Pérez, MM Tung - Computers & Mathematics with …, 2008 - Elsevier
In the past decade, evolutionary methods have been used by various researchers to tackle
optimal design problems for water supply systems (WSS). Particle Swarm Optimization …

Greedy discrete particle swarm optimization for large-scale social network clustering

Q Cai, M Gong, L Ma, S Ruan, F Yuan, L Jiao - Information Sciences, 2015 - Elsevier
Social computing is a new paradigm for information and communication technology. Social
network analysis is one of the theoretical underpinnings of social computing. Community …

Research on particle swarm optimization: a review

MP Song, GC Gu - … on machine learning and cybernetics (IEEE …, 2004 - ieeexplore.ieee.org
Particle swarm optimization (PSO) explores global optimal solution through exploiting the
particle's memory and the swarm's memory. Its properties of low constraint on the continuity …

Discrete particle swarm optimization for identifying community structures in signed social networks

Q Cai, M Gong, B Shen, L Ma, L Jiao - Neural Networks, 2014 - Elsevier
Modern science of networks has facilitated us with enormous convenience to the
understanding of complex systems. Community structure is believed to be one of the notable …

[HTML][HTML] Design optimization of wastewater collection networks by PSO

J Izquierdo, I Montalvo, R Pérez, VS Fuertes - Computers & Mathematics …, 2008 - Elsevier
Optimal design of wastewater collection networks is addressed in this paper by making use
of the so-called PSO (Particle Swarm Optimization) technique. This already popular …

Annealing ant colony optimization with mutation operator for solving TSP

AM Mohsen - Computational intelligence and neuroscience, 2016 - Wiley Online Library
Ant Colony Optimization (ACO) has been successfully applied to solve a wide range of
combinatorial optimization problems such as minimum spanning tree, traveling salesman …

Optimal maintenance scheduling of generators using multiple swarms-MDPSO framework

Y Yare, GK Venayagamoorthy - Engineering Applications of Artificial …, 2010 - Elsevier
In this paper, a challenging power system problem of effectively scheduling generating units
for maintenance is presented and solved. The problem of generator maintenance …