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Applications of Evolutionary Computation

26th European Conference, EvoApplications 2023, Held as Part of EvoStar 2023, Brno, Czech Republic, April 12–14, 2023, Proceedings

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. João Correia

    1. University of Coimbra, Coimbra, Portugal

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  2. Stephen Smith

    1. University of York, York, UK

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  3. Raneem Qaddoura

    1. Al Hussein Technical University, Amman, Jordan

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13989)

Included in the following conference series:

Conference proceedings info: EvoApplications 2023.

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Table of contents (51 papers)

  1. Front Matter

    Pages i-xx
    Download chapter PDF

  2. Applications of Evolutionary Computation

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. An Evolutionary Approach for Scheduling a Fleet of Shared Electric Vehicles

      • Steffen Limmer, Johannes Varga, Günther R. Raidl
      Pages 3-18

    3. The Specialized Threat Evaluation and Weapon Target Assignment Problem: Genetic Algorithm Optimization and ILP Model Solution

      • Ahmet Burak Baraklı, Fatih Semiz, Emre Atasoy
      Pages 19-34

    4. Improving the Size and Quality of MAP-Elites Containers via Multiple Emitters and Decoders for Urban Logistics

      • Neil Urquhart, Emma Hart
      Pages 35-52

    5. An Evolutionary Hyper-Heuristic for Airport Slot Allocation

      • David Melder, John Drake, Sha Wang
      Pages 53-68

    6. A Fitness Landscape Analysis Approach for Reinforcement Learning in the Control of the Coupled Inverted Pendulum Task

      • Ferrante Neri, Alexander Turner
      Pages 69-85

    7. Local Optima Networks for Assisted Seismic History Matching Problems

      • Paul Mitchell, Gabriela Ochoa, Yuri Lavinas, Romain Chassagne
      Pages 86-101

    8. Extending Boundary Updating Approach for Constrained Multi-objective Optimization Problems

      • Iman Rahimi, Amir H. Gandomi, Mohammad Reza Nikoo, Fang Chen
      Pages 102-117

    9. Multi-agent vs Classic System of an Electricity Mix Production Optimization

      • Solofohanitra Rahamefy Andriamalala, Toky Axel Andriamizakason, Andry Rasoanaivo
      Pages 118-128

    10. A Multi-brain Approach for Multiple Tasks in Evolvable Robots

      • Ege de Bruin, Julian Hatzky, Babak Hosseinkhani Kargar, A. E. Eiben
      Pages 129-144

    11. A Quality-Diversity Approach to Evolving a Repertoire of Diverse Behaviour-Trees in Robot Swarms

      • Kirsty Montague, Emma Hart, Geoff Nitschke, Ben Paechter
      Pages 145-160

    12. Evolutionary Based Transfer Learning Approach to Improving Classification of Metamorphic Malware

      • Kehinde O. Babaagba, Mayowa Ayodele
      Pages 161-176

    13. Evolving Lightweight Intrusion Detection Systems for RPL-Based Internet of Things

      • Ali Deveci, Selim Yilmaz, Sevil Sen
      Pages 177-193

    14. A New Prediction-Based Algorithm for Dynamic Multi-objective Optimization Problems

      • Kalthoum Karkazan, Haluk Rahmi Topcuoglu, Shaaban Sahmoud
      Pages 194-209

    15. Epoch-Based Application of Problem-Aware Operators in a Multiobjective Memetic Algorithm for Portfolio Optimization

      • Feijoo Colomine Durán, Carlos Cotta, Antonio J. Fernández-Leiva
      Pages 210-222

    16. Reducing the Price of Stable Cable Stayed Bridges with CMA-ES

      • Gabriel Fernandes, Nuno Lourenço, João Correia
      Pages 223-236

    17. On the Evolution of Boomerang Uniformity in Cryptographic S-boxes

      • Marko Durasevic, Domagoj Jakobovic, Luca Mariot, Sihem Mesnager, Stjepan Picek
      Pages 237-252

    18. Using Knowledge Graphs for Performance Prediction of Modular Optimization Algorithms

      • Ana Kostovska, Diederick Vermetten, Sašo Džeroski, Panče Panov, Tome Eftimov, Carola Doerr
      Pages 253-268

    19. Automatic Design of Telecom Networks with Genetic Algorithms

      • João Correia, Gustavo Gama, João Tiago Guerrinha, Ricardo Cadime, Pedro Antero Carvalhido, Tiago Vieira et al.
      Pages 269-284
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  1. Applications of Evolutionary Computation

Keywords

About this book

This book constitutes the refereed proceedings of the 25th International Conference on Applications of Evolutionary Computation, EvoApplications 2023, held as part of Evo*2023, in April 2023, co-located with the Evo*2023 events EuroGP, EvoCOP,  and EvoMUSART. The EuroGP focused on the technique of genetic programming, EvoCOP targeted evolutionary computation in combinatorial optimization, and EvoMUSART was dedicated to evolved and bio-inspired music, sound, art, and design.

The EvoApplications 2023 presents papers on the different areas: Analysis of Evolutionary Computation Methods: Theory, Empirics, and Real-World Applications, Applications of Bio-inspired Techniques on Social Networks, Evolutionary Computation in Edge, Fog, and Cloud Computing, Evolutionary Computation in Image Analysis, Signal Processing, and Pattern Recognition and others.

Editors and Affiliations

  • University of Coimbra, Coimbra, Portugal

    João Correia

  • University of York, York, UK

    Stephen Smith

  • Al Hussein Technical University, Amman, Jordan

    Raneem Qaddoura

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