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＜conference paper＞
Extended Evolutionary Computation with Inductive and Deductive Methods
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| Abstract | We introduce our research on extending evolutionary computation in this paper. The research roughly consists of two approaches: deductive and inductive ones. The deductive one is an approach that uses... global fitness landscape information to generate searching points. We approximate the fitness landscape and use the structure of the approximated function to generate the searching points a practical matter. The inductive one is an approach that evolves the mechanism of generating searching points. We realize the adaptive structure of the mechanism rather than realizing adaptive parameters of the mechanism. Finally, we discuss the difference and trade-off between these two approaches.show more |
| Table of Contents | 1 はじめに 2 進化計算の枠組 3 演繹的なアプローチ 4 帰納的なアプローチ 6 演繹的，帰納的方法の間のトレードオフに対する考察 6 まとめ |
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| Created Date | 2021.07.19 |
| Modified Date | 2023.08.01 |