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© 2020

Parallel Problem Solving from Nature – 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
Conference proceedings PPSN 2020

Part of the Lecture Notes in Computer Science book series (LNCS, volume 12269)

Also part of the Theoretical Computer Science and General Issues book sub series (LNTCS, volume 12269)

Table of contents

  1. Front Matter
    Pages i-xxix
  2. Automated Algorithm Selection and Configuration

    1. Front Matter
      Pages 1-1
    2. George T. Hall, Pietro S. Oliveto, Dirk Sudholt
      Pages 19-32
    3. Arnaud Liefooghe, Sébastien Verel, Bilel Derbel, Hernan Aguirre, Kiyoshi Tanaka
      Pages 33-47
    4. Moritz Seiler, Janina Pohl, Jakob Bossek, Pascal Kerschke, Heike Trautmann
      Pages 48-64
    5. Sara Tari, Holger Hoos, Julie Jacques, Marie-Eléonore Kessaci, Laetitia Jourdan
      Pages 65-77
  3. Bayesian- and Surrogate-Assisted Optimization

    1. Front Matter
      Pages 79-79
    2. Jakob Bossek, Carola Doerr, Pascal Kerschke, Aneta Neumann, Frank Neumann
      Pages 111-124
    3. Guoxia Fu, Chaoli Sun, Ying Tan, Guochen Zhang, Yaochu Jin
      Pages 125-139
    4. Alexander Hagg, Dominik Wilde, Alexander Asteroth, Thomas Bäck
      Pages 140-153
    5. Laurent Meunier, Carola Doerr, Jeremy Rapin, Olivier Teytaud
      Pages 154-168
    6. Elena Raponi, Hao Wang, Mariusz Bujny, Simonetta Boria, Carola Doerr
      Pages 169-183
  4. Benchmarking and Performance Measures

    1. Front Matter
      Pages 199-199
    2. Weiyu Chen, Hisao Ishibuchi, Ke Shang
      Pages 201-214
    3. A. Jaszkiewicz, R. Susmaga, P. Zielniewicz
      Pages 215-228
    4. Anna V. Kononova, Fabio Caraffini, Hao Wang, Thomas Bäck
      Pages 229-242

Other volumes

  1. Parallel Problem Solving from Nature – PPSN XVI
    16th International Conference, PPSN 2020, Leiden, The Netherlands, September 5-9, 2020, Proceedings, Part I
  2. 16th International Conference, PPSN 2020, Leiden, The Netherlands, September 5-9, 2020, Proceedings, Part II

About these proceedings

Introduction

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.


Keywords

genetic alogrithms evolutionary algorithms multi- and many objective optimization bayesian- and surrogate-assisted optimization combinatorial optimization genetic programming landscape analysis benchmarking performance measures automated algorithm selection reinforcement learning real-world applications adaptive algorithms artificial intelligence computer networks correlation analysis correlation analysis evolutionary algorithms machine learning mathematics

Editors and affiliations

  1. 1.Leiden UniversityLeidenThe Netherlands
  2. 2.Leiden UniversityLeidenThe Netherlands
  3. 3.Leiden UniversityLeidenThe Netherlands
  4. 4.Sorbonne UniversityParisFrance
  5. 5.Sorbonne UniversityParisFrance
  6. 6.Leiden UniversityLeidenThe Netherlands
  7. 7.University of MünsterMünsterGermany

Bibliographic information