Coevolutionary life-time learning
| Autor: | Jan Paredis |
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| Rok vydání: | 1996 |
| Předmět: | |
| Zdroj: | Parallel Problem Solving from Nature — PPSN IV ISBN: 9783540617235 PPSN |
| DOI: | 10.1007/3-540-61723-x_971 |
| Popis: | This work studies the interaction of evolution and learning. It starts from the coevolutionary genetic algorithm (CGA) introduced earlier. Two techniques — life-time fitness evaluation (LTFE) and predator-prey coevolution — boost the genetic search of a CGA. The partial but continuous nature of LTFE allows for an elegant incorporation of life-time learning (LTL) within CGAs. This way, not only the genetic search but also the LTL component focuses on “not yet solved” problems. The performance of the new algorithm is compared with various other algorithms. |
| Databáze: | OpenAIRE |
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