Particle Swarm Optimization with Distance Based Repulsivity
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In this study, we propose a repulsive mechanism for the Particle Swarm Optimization algorithm that improves its performance on multi-modal problems. The repulsive mechanism is further extended with a distance-based modification. The results are presented and tested for statistical significance. We discuss the observations and propose further directions for the research.
Document typePeer reviewed
Document versionFinal PDF
SourceMendel. 2018 vol. 24, č. 2, s. 81–86. ISSN 1803-3814
- Vol. 24, No. 2