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TAKAHAMA Setsuko
Department Hiroshima shudo University The Faculty of Commercial Sciences Position Professor |
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| Language | English |
| Publication Date | 2018/12 |
| Type | Articles |
| Peer Review | With peer review |
| Title | The velocity updating rule according to an oblique coordinate system with mutation and dynamic scaling for particle swarm optimization |
| Contribution Type | Co-Authored Publication |
| Journal | Artificial Life and Robbotics |
| Journal Type | Another Country |
| Publisher | Springer |
| Volume, Issue, Pages | 23(4),pp.618-627 |
| Number of pages | 10 |
| Author and coauthor | Tetsuyuki Takahama and Setsuko Sakai |
| Details | A new velocity updating rule according to an oblique coordinate system, instead of an orthogonal coordinate system, is proposed to solve non-separable problems. Two mutation operations for the best particle and the worst particle are proposed to improve the diversity of particles and to decrease the degradation of moving speed of particles. Also, the vectors generated according to the oblique coordinate system is dynamically scaled in order to improve the robustness and efficiency of the search. |
| DOI | https://doi.org/10.1007/s10015-018-0498-y |
| ISSN | 1433-5298 |