Parallel Problem Solving from Nature – PPSN XVI / Bäck, Thomas (EDT)/Preuss, Mike (EDT)/Deutz, André (EDT)/Wang, Hao (EDT)/Doerr, Carola (EDT)/Emmerich, Michael (EDT) ＜電子版＞

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Parallel Problem Solving from Nature – PPSN XVI〈1st ed. 2020〉 : 16th International Conference, PPSN 2020, Leiden, The Netherlands, September 5-9, 2020, Proceedings, Part I

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Parallel Problem Solving from Nature – PPSN XVI〈1st ed. 2020〉 : 16th International Conference, PPSN 2020, Leiden, The Netherlands, September 5-9, 2020, Proceedings, Part I

著者名：Bäck, Thomas (EDT)/Preuss, Mike (EDT)/Deutz, André (EDT)/Wang, Hao (EDT)/Doerr, Carola (EDT)/Emmerich, Michael (EDT)
価格 ¥18,213 （本体¥16,558）
Springer（2020/09/02発売）
ポイント 165pt　（実際に付与されるポイントはご注文内容確認画面でご確認下さい）

言語：ENG
ISBN：9783030581114
eISBN：9783030581121

ファイル： /

Description

This two-volume set LNCS 12269 and LNCS 12270 constitutes the refereed proceedings of the 16th International Conference on Parallel Problem Solving from Nature, PPSN 2020, held in Leiden, The Netherlands, in September 2020.

The 99 revised full papers were carefully reviewed and selected from 268 submissions. The topics cover classical subjects such as automated algorithm selection and configuration; Bayesian- and surrogate-assisted optimization; benchmarking and performance measures; combinatorial optimization; connection between nature-inspired optimization and artificial intelligence; genetic and evolutionary algorithms; genetic programming; landscape analysis; multiobjective optimization; real-world applications; reinforcement learning; and theoretical aspects of nature-inspired optimization.

Automated Algorithm Selection and Configuration.- Bayesian- and Surrogate-Assisted Optimization.- Benchmarking and Performance Measures.- Combinatorial Optimization.- Connection Between Nature-Inspired Optimization and Artificial Intelligence.- Genetic and Evolutionary Algorithms.