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Evolutionary Computation in Combinatorial Optimization

20th European Conference, EvoCOP 2020, Held as Part of EvoStar 2020, Seville, Spain, April 15–17, 2020, Proceedings

  • Conference proceedings
  • © 2020

Overview

Editors:
  1. Luís Paquete

    1. University of Coimbra, Coimbra, Portugal

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    You can also search for this editor in PubMed   Google Scholar

  2. Christine Zarges

    1. Aberystwyth University, Aberystwyth, UK

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    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12102)

Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)

Included in the following conference series:

Conference proceedings info: EvoCOP 2020.

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Table of contents (14 papers)

  1. Front Matter

    Pages i-xiv
    Download chapter PDF

  2. Optimizing Prices and Periods in Time-of-use Electricity Tariff Design Using Bilevel Programming

    • Maria João Alves, Carlos Henggeler Antunes, Inês Soares
    Pages 1-17

  3. An Algebraic Approach for the Search Space of Permutations with Repetition

    • Marco Baioletti, Alfredo Milani, Valentino Santucci
    Pages 18-34

  4. A Comparison of Genetic Representations for Multi-objective Shortest Path Problems on Multigraphs

    • Lilla Beke, Michal Weiszer, Jun Chen
    Pages 35-50

  5. The Univariate Marginal Distribution Algorithm Copes Well with Deception and Epistasis

    • Benjamin Doerr, Martin S. Krejca
    Pages 51-66

  6. A Beam Search Approach to the Traveling Tournament Problem

    • Nikolaus Frohner, Bernhard Neumann, Günther R. Raidl
    Pages 67-82

  7. Cooperative Parallel SAT Local Search with Path Relinking

    • Padraigh Jarvis, Alejandro Arbelaez
    Pages 83-98

  8. Dynamic Compartmental Models for Large Multi-objective Landscapes and Performance Estimation

    • Hugo Monzón, Hernán Aguirre, Sébastien Verel, Arnaud Liefooghe, Bilel Derbel, Kiyoshi Tanaka
    Pages 99-113

  9. Fitness Landscape Analysis of Automated Machine Learning Search Spaces

    • Cristiano G. Pimenta, Alex G. C. de Sá, Gabriela Ochoa, Gisele L. Pappa
    Pages 114-130

  10. On the Combined Impact of Population Size and Sub-problem Selection in MOEA/D

    • Geoffrey Pruvost, Bilel Derbel, Arnaud Liefooghe, Ke Li, Qingfu Zhang
    Pages 131-147

  11. A Grouping Genetic Algorithm for Multi Depot Pickup and Delivery Problems with Time Windows and Heterogeneous Vehicle Fleets

    • Cornelius Rüther, Julia Rieck
    Pages 148-163

  12. MILPIBEA: Algorithm for Multi-objective Features Selection in (Evolving) Software Product Lines

    • Takfarinas Saber, David Brevet, Goetz Botterweck, Anthony Ventresque
    Pages 164-179

  13. A Group Genetic Algorithm for Resource Allocation in Container-Based Clouds

    • Boxiong Tan, Hui Ma, Yi Mei
    Pages 180-196

  14. The Local Optima Level in Chemotherapy Schedule Optimisation

    • Sarah L. Thomson, Gabriela Ochoa
    Pages 197-213

  15. Genetic Programming with Adaptive Search Based on the Frequency of Features for Dynamic Flexible Job Shop Scheduling

    • Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang
    Pages 214-230

  16. Back Matter

    Pages 231-231
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Other volumes

  1. Evolutionary Computation in Combinatorial Optimization

Keywords

About this book

This book constitutes the refereed proceedings of the 20th European Conference on Evolutionary Computation in Combinatorial Optimization, EvoCOP 2020, held as part of Evo*2020, in Seville, Spain, in April 2020, co-located with the Evo*2020 events EuroGP, EvoMUSART and EvoApplications.
The 14 full papers presented in this book were carefully reviewed and selected from 37 submissions. The papers cover a wide spectrum of topics, ranging from the foundations of evolutionary computation algorithms and other search heuristics, to their accurate design and application to combinatorial optimization problems.

Editors and Affiliations

  • University of Coimbra, Coimbra, Portugal

    Luís Paquete

  • Aberystwyth University, Aberystwyth, UK

    Christine Zarges

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