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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 II

  • 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 12270)

Also part of the Theoretical Computer Science and General Issues book sub series (LNTCS, volume 12270)

Table of contents

  1. Front Matter
    Pages i-xxix
  2. Genetic Programming

    1. Front Matter
      Pages 1-1
    2. Amín V. Bernabé Rodríguez, Carlos A. Coello Coello
      Pages 3-17
    3. Alcides Fonseca, Paulo Santos, Sara Silva
      Pages 18-32
    4. David Lynch, James McDermott, Michael O’Neill
      Pages 33-47
    5. Lino Rodriguez-Coayahuitl, Alicia Morales-Reyes, Hugo Jair Escalante, Carlos A. Coello Coello
      Pages 48-62
    6. Stefano Ruberto, Valerio Terragni, Jason H. Moore
      Pages 63-78
    7. Marco Virgolin, Andrea De Lorenzo, Eric Medvet, Francesca Randone
      Pages 79-93
  3. Landscape Analysis

    1. Front Matter
      Pages 95-95
    2. Brahim Aboutaib, Sébastien Verel, Cyril Fonlupt, Bilel Derbel, Arnaud Liefooghe, Belaïd Ahiod
      Pages 97-110
    3. Marko Durasevic, Domagoj Jakobovic, Marcella Scoczynski Ribeiro Martins, Stjepan Picek, Markus Wagner
      Pages 111-124
    4. Gabriela Ochoa, Francisco Chicano, Marco Tomassini
      Pages 125-138
    5. Quentin Renau, Carola Doerr, Johann Dreo, Benjamin Doerr
      Pages 139-153
    6. Lennart Schäpermeier, Christian Grimme, Pascal Kerschke
      Pages 154-167
  4. Multi-objective Optimization

    1. Front Matter
      Pages 169-169
    2. Lucas de Almeida Ribeiro, Michael Emmerich, Anderson da Silva Soares, Telma Woerle de Lima
      Pages 171-185
    3. Timo M. Deist, Stefanus C. Maree, Tanja Alderliesten, Peter A. N. Bosman
      Pages 186-200
    4. Jesús Guillermo Falcón-Cardona, Arnaud Liefooghe, Carlos A. Coello Coello
      Pages 201-214
    5. Zhilei Ren, Shaozheng Dong, Xiaochen Li, Zongzheng Chi, He Jiang
      Pages 229-242

Other volumes

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