Influence of Swarm Connectivity on l-Best PSO Performance
Particles' connections fullness in a swarm and its influence on l-best PSOs' are the issues of the study. The difference between g-best and l-best is given. A general algorithm RSTC<inf xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">J/K</inf>-PSO with variable level of particles' connectivity is described. Based on the bunch of benchmarks the study of l-best PSOs' performance is carried out. The influence of local paricles' neighborhood and their arrangement are studied. Some practical recommendations are given to find the reasonable level of particles' connectivity.
Authors
- Ziv Brand (ORCID: https://orcid.org/0009-0005-5424-9754)
- В. С. Ловейкін (ORCID: https://orcid.org/0000-0003-4259-3900)
- Yuriy Romasevych (ORCID: https://orcid.org/0000-0001-5069-5929)
Institutions
- National University of Life and Environmental Sciences of Ukraine (UA)
- Sami Shamoon College of Engineering (IL)
Publication Details
- Published
- 2024-10-07
- DOI
- https://doi.org/10.1109/khpiweek61434.2024.10878042
- Citations
- 2
- Primary Topic
- Advanced Optical Network Technologies
- Type
- article
- Field-Weighted Citation Impact
- 0.42