Parameter control in evolutionary algorithms by domain-specific scripting language PPCea /
Programmable Parameter Control for Evolutionary AIgorithms (PPCEA), a domain specific scripting language, solves the problems of control parameter settings in a programmable fashion. It keeps the evolutionary algorithm simple and lifts the problems of control parameter settings into a higher abstrac...
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| Main Authors: | , , |
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| Format: | Book Chapter |
| Jezik: | English |
| Teme: | |
| Sorodne knjige/članki: | Vsebovano v:
Bioinspired optimization methods and their applications |
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| Izvleček: | Programmable Parameter Control for Evolutionary AIgorithms (PPCEA), a domain specific scripting language, solves the problems of control parameter settings in a programmable fashion. It keeps the evolutionary algorithm simple and lifts the problems of control parameter settings into a higher abstraction layer by using metaprogramming. From our experiments, PPCEA outperforms the trial-and error approach and performs the adaptable, reusable and controllable solutions of control parameter settings for evolutionary algorithms in parameter tuning, deterministic, and adaptive aspects. |
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| Fizični opis: | 41-50. |
| Bibliografija: | Bibliografija: str. 50. |
| ISBN: | 9616303619 |