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Parallel Problem Solving from Nature - PPSN XVI

  • Kartonierter Einband
  • 768 Seiten
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This two-volume set LNCS 12269 and LNCS 12270 constitutes the refereed proceedings of the 16th International Conference on Parall... Weiterlesen
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Beschreibung

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.




Inhalt

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.

Produktinformationen

Titel: Parallel Problem Solving from Nature - PPSN XVI
Untertitel: 16th International Conference, PPSN 2020, Leiden, The Netherlands, September 5-9, 2020, Proceedings, Part I
Editor:
EAN: 9783030581114
ISBN: 303058111X
Format: Kartonierter Einband
Herausgeber: Springer International Publishing
Anzahl Seiten: 768
Gewicht: 1142g
Größe: H235mm x B155mm x T40mm
Jahr: 2020
Untertitel: Englisch
Auflage: 1st ed. 2020

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