dc.contributor.author | Aslan S. | |
dc.contributor.author | Soysaldi M. | |
dc.date.accessioned | 2020-06-21T09:05:26Z | |
dc.date.available | 2020-06-21T09:05:26Z | |
dc.date.issued | 2019 | |
dc.identifier.isbn | 9781728139647 | |
dc.identifier.uri | https://doi.org/10.1109/UBMK.2019.8907147 | |
dc.identifier.uri | https://hdl.handle.net/20.500.12712/2321 | |
dc.description | 4th International Conference on Computer Science and Engineering, UBMK 2019 -- 11 September 2019 through 15 September 2019 -- -- 154916 | en_US |
dc.description.abstract | Particle swarm optimization algorithm (PSO) is used to solve optimization problems. In this algorithm, communication between particles is an important factor that enables us to find an optimum or near optimum solution. In parallel version of this algorithm, communication is ensured by the migration of particles between sub-population. In this study, we present a new migration pool technique when selecting the particle to migrate. According to the number of processors, we set three migration pool size. Then, we apply the proposed migration pool technique on 9 different test functions. The results show what the migration pool size should be for each function to reach the optimal solution. © 2019 IEEE. | en_US |
dc.language.iso | eng | en_US |
dc.publisher | Institute of Electrical and Electronics Engineers Inc. | en_US |
dc.relation.isversionof | 10.1109/UBMK.2019.8907147 | en_US |
dc.rights | info:eu-repo/semantics/closedAccess | en_US |
dc.subject | migration pool | en_US |
dc.subject | parallel particle swarm optimization | en_US |
dc.subject | Particle swarm optimization | en_US |
dc.title | Migration Pool Technique for Parallel Particle Swarm Optimization Algorithm | en_US |
dc.type | conferenceObject | en_US |
dc.contributor.department | OMÜ | en_US |
dc.identifier.startpage | 414 | en_US |
dc.identifier.endpage | 417 | en_US |
dc.relation.journal | UBMK 2019 - Proceedings, 4th International Conference on Computer Science and Engineering | en_US |
dc.relation.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | en_US |