Abstract
There exist optimization problems with the target objective, which is to be optimized, and several extra objectives, which can be helpful in the optimization process. The EA+RL method is designed to control optimization algorithms which solve problems with extra objectives. The method is based on the use of reinforcement learning for adaptive online selection of objectives.
| Original language | English |
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| Title of host publication | 2015 IEEE Congress on Evolutionary Computation, CEC 2015 |
| Subtitle of host publication | Proceedings |
| Publisher | IEEE Press |
| Pages | 1762-1768 |
| Number of pages | 7 |
| ISBN (Electronic) | 9781479974924 |
| DOIs | |
| Publication status | Published - 14 Sept 2015 |
| Externally published | Yes |
| Event | IEEE Congress on Evolutionary Computation, CEC 2015 - Sendai, Japan Duration: 25 May 2015 → 28 May 2015 |
Conference
| Conference | IEEE Congress on Evolutionary Computation, CEC 2015 |
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| Country/Territory | Japan |
| City | Sendai |
| Period | 25 May 2015 → 28 May 2015 |