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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 | 2020/02 |
| Type | books |
| Title | A Study on a Directional Mutation Operation for an Adaptive Differential Evolution |
| Contribution Type | Contributor |
| Journal | Current Researches for Applied Economics, Information Systems, Mathematics and OR |
| Journal Type | Japan |
| Publisher | Kyushu University Press |
| Volume, Issue, Pages | pp.59-71 |
| Number of pages | 12 |
| Author and coauthor | Setsuko Sakai, Tetsuyuki Takahama |
| Details | In the study, the mutation strategies are paid attention to and the search efficiency of JADE is improved. Some mutation strategies using directional difference vectors from a bad individual to a good individual have been proposed.However, if only the directional difference vectors are used, there is a risk that the population moves in same direction repeatedly and the population will be trapped in a local solution. In this study, we propose a method that realizes more stable search by combining not only the directional difference vectors but also the difference vectors in the opposite direction to some extent. |
| ISBN | 978-4-7985-0283-0 |