动态旋转和部分能见度

Karsten Weicker, N. Weicker
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引用次数: 24

摘要

本文将以前提出的动态适应度函数推广为两个不同的概念,即坐标旋转和部分可见性的概念。这些概念定义了不同类别的测试问题。在两个动态问题类上测试了一组具有和不具有超突变的标准进化策略和遗传算法。它们提供了对所呈现概念和一般动态优化的某些属性的见解。
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Dynamic rotation and partial visibility
This article generalizes a previously presented dynamic fitness function with two different concepts, namely a coordinate rotation and the concept of partial visibility. Those concepts define different classes of test problems. A set of standard evolution strategies and genetic algorithms with and without hypermutation are tested on two of the dynamic problem classes. They give insight into certain properties of the presented concepts and dynamic optimization in general.
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