Hybridizing the 1/5-th Success Rule with Q-Learning for Controlling the Mutation Rate of an Evolutionary Algorithm

Arina Buzdalova, Carola Doerr, Anna Rodionova. Hybridizing the 1/5-th Success Rule with Q-Learning for Controlling the Mutation Rate of an Evolutionary Algorithm. In Thomas Bäck, Mike Preuss, André H. Deutz, Hao Wang 0025, Carola Doerr, Michael T. M. Emmerich, Heike Trautmann, editors, Parallel Problem Solving from Nature - PPSN XVI - 16th International Conference, PPSN 2020, Leiden, The Netherlands, September 5-9, 2020, Proceedings, Part II. Volume 12270 of Lecture Notes in Computer Science, pages 485-499, Springer, 2020. [doi]

Abstract

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