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Parallel Problem Solving from Nature – PPSN XVI = 16th International Conference, PPSN 2020, Leiden, The Netherlands, September 5-9, 2020, Proceedings, Part I /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Parallel Problem Solving from Nature – PPSN XVI/ edited by Thomas Bäck, Mike Preuss, André Deutz, Hao Wang, Carola Doerr, Michael Emmerich, Heike Trautmann.
Reminder of title:	16th International Conference, PPSN 2020, Leiden, The Netherlands, September 5-9, 2020, Proceedings, Part I /
other author:	Bäck, Thomas.
Description:	XXIX, 735 p. 261 illus., 169 illus. in color.online resource. :
Contained By:	Springer Nature eBook
Subject:	Probability and Statistics in Computer Science. -
Online resource:	https://doi.org/10.1007/978-3-030-58112-1
ISBN:	9783030581121

Parallel Problem Solving from Nature – PPSN XVI = 16th International Conference, PPSN 2020, Leiden, The Netherlands, September 5-9, 2020, Proceedings, Part I /
Parallel Problem Solving from Nature – PPSN XVI16th International Conference, PPSN 2020, Leiden, The Netherlands, September 5-9, 2020, Proceedings, Part I /[electronic resource] :edited by Thomas Bäck, Mike Preuss, André Deutz, Hao Wang, Carola Doerr, Michael Emmerich, Heike Trautmann. - 1st ed. 2020. - XXIX, 735 p. 261 illus., 169 illus. in color.online resource. - Theoretical Computer Science and General Issues ;12269. - Theoretical Computer Science and General Issues ;9163.

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.

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.

ISBN: 9783030581121

Standard No.: 10.1007/978-3-030-58112-1doiSubjects--Topical Terms:

669886
Probability and Statistics in Computer Science.

LC Class. No.: QA75.5-76.95

Dewey Class. No.: 004.0151

Parallel Problem Solving from Nature – PPSN XVI = 16th International Conference, PPSN 2020, Leiden, The Netherlands, September 5-9, 2020, Proceedings, Part I /
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