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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 | 2021/02 |
| Type | books |
| Title | Graph-Based Speciation Using Beta-Relaxed Relative Neighborhood Graph for Multimodal Optimization by Differential Evolution |
| Contribution Type | Contributor |
| Journal | New Approches for Operations Research and Applied Economics |
| Journal Type | Japan |
| Publisher | Kyushu University Press |
| Volume, Issue, Pages | pp.15-40 |
| Number of pages | 26 |
| Total page number | 116 |
| Author and coauthor | Setsuko Sakai, Tetsuyuki Takahama |
| Details | In this study, we propose a new proximity graph “β relaxed relative neighborhood
graph” (βRNG) that can be generated relatively fast and has an intermediate nature between GG(β=1) and relative neighborhood graph (β=2), where β is a parameter. Also, βRNG is adopted in SDE-G (Speciation-based Differential Evolution using Graphs) for graph-based speciation. The performance of the proposed method is shown by optimizing well-known benchmark problems for “CEC’2013 special session and competition on niching methods for multimodal function optimization”. |
| ISBN | 978-4-7985-0283-0 |