Do Sophisticated Evolutionary Algorithms Perform Better than Simple Ones?
收藏DataCite Commons2021-01-19 更新2025-04-16 收录
下载链接：
https://figshare.shef.ac.uk/articles/dataset/Do_Sophisticated_Evolutionary_Algorithms_Perform_Better_than_Simple_Ones_/13574387
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资源简介：
Our investigation aims to bridge the gap between theoretical and practical evolutionary algorithms. We compared the performance of a wide range of theory-driven EAs, from bare-bones algorithms like the (1+1) EA, a (2+1) GA and simple population-based algorithms to more sophisticated ones like the (1+(λ,λ)) GA and algorithms using fast (heavy-tailed) mutation operators, against sophisticated and highly effective EAs from specific applications.
提供机构：
The University of Sheffield
创建时间：
2021-01-19
