Keenness for characterizing continuous optimization problems and predicting differential evolution algorithm performance

Abstract Fitness landscape analysis devotes to characterizing different properties of optimization problems, such as evolvability, sharpness, and neutrality. Although several landscape features have been proposed, only a few of them can be used in practice as predictors of algorithm performance. In...

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Bibliographic Details
Main Authors: Yaxin Li, Jing Liang, Kunjie Yu, Caitong Yue, Yingjie Zhang
Format: Article
Language:English
Published: Springer 2023-03-01
Series:Complex & Intelligent Systems
Subjects:
Online Access:https://doi.org/10.1007/s40747-023-01005-7