Literature DB >> 26953883

Particle Swarm Optimization for Single Objective Continuous Space Problems: A Review.

Mohammad Reza Bonyadi1, Zbigniew Michalewicz2.   

Abstract

This paper reviews recent studies on the Particle Swarm Optimization (PSO) algorithm. The review has been focused on high impact recent articles that have analyzed and/or modified PSO algorithms. This paper also presents some potential areas for future study.

Keywords:  Particle swarm optimization; constrained optimization.; invariance; local convergence; parameter selection; stability analysis; topology

Mesh：

Year:  2016        PMID： 26953883     DOI： 10.1162/EVCO_r_00180

Source DB:  PubMed          Journal:  Evol Comput        ISSN： 1063-6560            Impact factor:   3.277


  20 in total

1.  RNA sequencing and swarm intelligence-enhanced classification algorithm development for blood-based disease diagnostics using spliced blood platelet RNA.

Authors:  Myron G Best; Sjors G J G In 't Veld; Nik Sol; Thomas Wurdinger
Journal:  Nat Protoc       Date:  2019-03-20       Impact factor: 13.491

2.  Algorithm for rapid determination of optical scattering parameters.

Authors:  Zachary H Levine; Richelle H Streater; Anne-Michelle R Lieberson; Adam L Pintar; Catherine C Cooksey; Paul Lemaillet
Journal:  Opt Express       Date:  2017-10-30       Impact factor: 3.894

Review 3.  Artificial Intelligence Applied to Battery Research: Hype or Reality?

Authors:  Teo Lombardo; Marc Duquesnoy; Hassna El-Bouysidy; Fabian Årén; Alfonso Gallo-Bueno; Peter Bjørn Jørgensen; Arghya Bhowmik; Arnaud Demortière; Elixabete Ayerbe; Francisco Alcaide; Marine Reynaud; Javier Carrasco; Alexis Grimaud; Chao Zhang; Tejs Vegge; Patrik Johansson; Alejandro A Franco
Journal:  Chem Rev       Date:  2021-09-16       Impact factor: 72.087

4.  Compact resonant systems for perfect and broadband sound absorption in wide waveguides in transmission problems.

Authors:  Jean Boulvert; Gwénaël Gabard; Vicente Romero-García; Jean-Philippe Groby
Journal:  Sci Rep       Date:  2022-06-15       Impact factor: 4.996

5.  Differential evolution and particle swarm optimization against COVID-19.

Authors:  Adam P Piotrowski; Agnieszka E Piotrowska
Journal:  Artif Intell Rev       Date:  2021-08-19       Impact factor: 9.588

6.  Minimization of Gibbs Energy in High-Pressure Multiphase, Multicomponent Mixtures through Particle Swarm Optimization.

Authors:  Philip C Myint; Lorin X Benedict; Christine J Wu; Jonathan L Belof
Journal:  ACS Omega       Date:  2021-05-10

7.  An enhanced artificial bee colony algorithm (EABC) for solving dispatching of hydro-thermal system (DHTS) problem.

Authors:  Yi Yu; Yonggang Wu; Binqi Hu; Xinglong Liu
Journal:  PLoS One       Date:  2018-01-11       Impact factor: 3.240

8.  Swarm Intelligence-Enhanced Detection of Non-Small-Cell Lung Cancer Using Tumor-Educated Platelets.

Authors:  Myron G Best; Nik Sol; Sjors G J G In 't Veld; Adrienne Vancura; Mirte Muller; Anna-Larissa N Niemeijer; Aniko V Fejes; Lee-Ann Tjon Kon Fat; Anna E Huis In 't Veld; Cyra Leurs; Tessa Y Le Large; Laura L Meijer; Irsan E Kooi; François Rustenburg; Pepijn Schellen; Heleen Verschueren; Edward Post; Laurine E Wedekind; Jillian Bracht; Michelle Esenkbrink; Leon Wils; Francesca Favaro; Jilian D Schoonhoven; Jihane Tannous; Hanne Meijers-Heijboer; Geert Kazemier; Elisa Giovannetti; Jaap C Reijneveld; Sander Idema; Joep Killestein; Michal Heger; Saskia C de Jager; Rolf T Urbanus; Imo E Hoefer; Gerard Pasterkamp; Christine Mannhalter; Jose Gomez-Arroyo; Harm-Jan Bogaard; David P Noske; W Peter Vandertop; Daan van den Broek; Bauke Ylstra; R Jonas A Nilsson; Pieter Wesseling; Niki Karachaliou; Rafael Rosell; Elizabeth Lee-Lewandrowski; Kent B Lewandrowski; Bakhos A Tannous; Adrianus J de Langen; Egbert F Smit; Michel M van den Heuvel; Thomas Wurdinger
Journal:  Cancer Cell       Date:  2017-08-14       Impact factor: 31.743

Review 9.  Particle Swarm Optimisation: A Historical Review Up to the Current Developments.

Authors:  Diogo Freitas; Luiz Guerreiro Lopes; Fernando Morgado-Dias
Journal:  Entropy (Basel)       Date:  2020-03-21       Impact factor: 2.524

10.  Optimizing the synthesis of clinical trial data using sequential trees.

Authors:  Khaled El Emam; Lucy Mosquera; Chaoyi Zheng
Journal:  J Am Med Inform Assoc       Date:  2021-01-15       Impact factor: 4.497
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