Parallel problem solving from sature -- PPSN XVI : 16th International Conference, PPSN 2020, Leiden, the Netherlands, September 5-9, 2020, Proceedings. Part I / Thomas Bäck, Mike Preuss, André Deutz, Hao Wang, Carola Doerr, Michael Emmerich, Heike Trautmann (eds.).
2020
QA76.58
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Title
Parallel problem solving from sature -- PPSN XVI : 16th International Conference, PPSN 2020, Leiden, the Netherlands, September 5-9, 2020, Proceedings. Part I / Thomas Bäck, Mike Preuss, André Deutz, Hao Wang, Carola Doerr, Michael Emmerich, Heike Trautmann (eds.).
Meeting Name
International Conference on Parallel Problem Solving from Nature (16th : 2020 : Leiden, Netherlands)
ISBN
9783030581121 (electronic book)
3030581128 (electronic book)
9783030581114
3030581128 (electronic book)
9783030581114
Publication Details
Cham : Springer, 2020.
Language
English
Description
1 online resource (753 pages).
Item Number
10.1007/978-3-030-58112-1 doi
10.1007/978-3-030-58
10.1007/978-3-030-58
Call Number
QA76.58
Dewey Decimal Classification
004.0151
Summary
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.
Note
International conference proceedings.
Includes author index.
Includes author index.
Access Note
Access limited to authorized users.
Source of Description
Description based on print version record.
Added Author
Bäck, Thomas, 1963-
Preuss, Mike.
Deutz, André.
Wang, Hao.
Doerr, Carola.
Emmerich, Michael (Associate professor)
Trautmann, Heike.
Preuss, Mike.
Deutz, André.
Wang, Hao.
Doerr, Carola.
Emmerich, Michael (Associate professor)
Trautmann, Heike.
Series
Lecture notes in computer science ; 12269.
LNCS sublibrary. SL 1, Theoretical computer science and general issues.
LNCS sublibrary. SL 1, Theoretical computer science and general issues.
Available in Other Form
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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Table of Contents
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.
Bayesian- and Surrogate-Assisted Optimization
Benchmarking and Performance Measures
Combinatorial Optimization
Connection Between Nature-Inspired Optimization and Artificial Intelligence
Genetic and Evolutionary Algorithms.