光学薄膜设计的鲁棒进化算法

Jinn-Moon Yang, C. Kao
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引用次数: 14

摘要

本文提出了一种光学薄膜设计的进化方法——家族竞争进化算法(FCEA)。该方法基于家族竞争和多自适应规则,将基于递减的高斯突变和两个自适应突变相结合,以平衡开发和探索。它被实现并应用于两种涂层系统。数值结果表明,该方法对光学涂层具有很强的鲁棒性。
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A robust evolutionary algorithm for optical thin-film designs
This paper presents an evolutionary approach, called the family competition evolutionary algorithm (FCEA), for optical thin film design. The proposed approach, based on family competition and multiple adaptive rules, integrates decreasing-based Gaussian mutation and two self-adaptive mutations to balance the exploitation and exploration. It is implemented and applied to two coating systems. Numerical results indicate that the proposed approach is very robust for optical coatings.
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