动态基准函数的景观特征评价

2015 IEEE Congress on Evolutionary Computation (CEC) Pub Date : 2015-05-25 DOI:10.1109/CEC.2015.7257044

R. Bond, A. Engelbrecht, B. Ombuki-Berman

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引用次数: 4

摘要

本文对多模态优化中常用的动态基准函数进行了整体分析。基准分析结果表明，当前动态基准中的动态机制对景观特征没有显著影响;因此，对于景观特征随时间变化的问题，缺乏代表性。

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Evaluating landscape characteristics of dynamic benchmark functions

This work provides a landscape analysis of the dynamic benchmark functions commonly used in multi-modal optimization. The benchmark analysis results reveal that the mechanisms responsible for dynamism in the current dynamic benchmarks do not significantly affect landscape features; thus suggesting a lack of representation for problems whose landscape features vary over time.

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2015 IEEE Congress on Evolutionary Computation (CEC)

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