An improved version of exponential distribution optimizer that incorporates a dimensional perturbation module (DPM) called EDO_DPM. By testing the impact of dimensional perturbation, the K-dimensional evolution strategy is adopted in our approach. Concurrently, to modulate the usage frequency of DPM, an adjustment parameter, named evolutionary state factor (ESF), is designed contingent on the population’s evolutionary state. Moreover, to alleviate the deficiency of non full-dimensional perturbation, a bounce out operation is embedded in the algorithm.
引用
墨 墨 (2024). Improving EDO integrating a dimension perturbation module (https://www.mathworks.com/matlabcentral/fileexchange/168931-improving-edo-integrating-a-dimension-perturbation-module), MATLAB Central File Exchange. 取得済み .
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R2024a
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ヒントを得たファイル: Exponential Distribution Optimizer (EDO)
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バージョン | 公開済み | リリース ノート | |
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1.0.0 |