Learning and Intelligent Optimization

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Learning and Intelligent Optimization is written by Dimitris E. Simos and published by Springer Nature. It's available with International Standard Book Number or ISBN identification 3030921212 (ISBN 10) and 9783030921217 (ISBN 13).

This book constitutes the refereed post-conference proceedings on Learning and Intelligent Optimization, LION 15, held in Athens, Greece, in June 2021. The 30 full papers presented have been carefully reviewed and selected from 35 submissions. LION deals with designing and engineering ways of "learning" about the performance of different techniques, and ways of using past experience about the algorithm behavior to improve performance in the future. Intelligent learning schemes for mining the knowledge obtained online or offline can improve the algorithm design process and simplify the applications of high-performance optimization methods. Combinations of different algorithms can further improve the robustness and performance of the individual components.