Skip to main content
  • Conference proceedings
  • © 2020

Applications of Evolutionary Computation

23rd European Conference, EvoApplications 2020, Held as Part of EvoStar 2020, Seville, Spain, April 15–17, 2020, Proceedings

Conference proceedings info: EvoApplications 2020.

Buying options

eBook USD 84.99
Price excludes VAT (USA)
  • ISBN: 978-3-030-43722-0
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 109.99
Price excludes VAT (USA)

This is a preview of subscription content, access via your institution.

Table of contents (44 papers)

  1. Front Matter

    Pages i-xvii
  2. Applications of Evolutionary Computation

    1. Front Matter

      Pages 1-1
    2. EvoCluster: An Open-Source Nature-Inspired Optimization Clustering Framework in Python

      • Raneem Qaddoura, Hossam Faris, Ibrahim Aljarah, Pedro A. Castillo
      Pages 20-36
    3. Automatic Rule Extraction from Access Rules Using Genetic Programming

      • Paloma de las Cuevas, Pablo García-Sánchez, Zaineb Chelly Dagdia, María-Isabel García-Arenas, Juan Julián Merelo Guervós
      Pages 54-69
    4. Search Trajectory Networks of Population-Based Algorithms in Continuous Spaces

      • Gabriela Ochoa, Katherine M. Malan, Christian Blum
      Pages 70-85
    5. Evolving-Controllers Versus Learning-Controllers for Morphologically Evolvable Robots

      • Karine Miras, Matteo De Carlo, Sayfeddine Akhatou, A. E. Eiben
      Pages 86-99
    6. Automatic Generation of Adversarial Metamorphic Malware Using MAP-Elites

      • Kehinde O. Babaagba, Zhiyuan Tan, Emma Hart
      Pages 117-132
    7. EvoDynamic: A Framework for the Evolution of Generally Represented Dynamical Systems and Its Application to Criticality

      • Sidney Pontes-Filho, Pedro Lind, Anis Yazidi, Jianhua Zhang, Hugo Hammer, Gustavo B. M. Mello et al.
      Pages 133-148
    8. A Method for Estimating the Computational Complexity of Multimodal Functions

      • Juan Luis Jiménez Laredo, Juan Julián Merelo Guervós, Carlos M. Fernandes, Eric Sanlaville
      Pages 197-211
    9. Locating Odour Sources with Geometric Syntactic Genetic Programming

      • João Macedo, Lino Marques, Ernesto Costa
      Pages 212-227
    10. Designing Cable-Stayed Bridges with Genetic Algorithms

      • João Correia, Fernando Ferreira
      Pages 228-243
    11. What Is Your MOVE: Modeling Adversarial Network Environments

      • Karlo Knezevic, Stjepan Picek, Domagoj Jakobovic, Julio Hernandez-Castro
      Pages 260-275

Other Volumes

  1. Applications of Evolutionary Computation

    23rd European Conference, EvoApplications 2020, Held as Part of EvoStar 2020, Seville, Spain, April 15–17, 2020, Proceedings

About this book

This book constitutes the refereed proceedings of the 23rd European Conference on Applications of Evolutionary Computation, EvoApplications 2020, held as part of Evo*2020, in Seville, Spain, in April 2020, co-located with the Evo*2020 events EuroGP, EvoMUSART and EvoCOP.
The 44 full papers presented in this book were carefully reviewed and selected from 62 submissions. The papers cover a wide spectrum of topics, ranging from applications of bio-inspired techniques on social networks, evolutionary computation in digital healthcare and personalized medicine, soft-computing applied to games, applications of deep-bioinspired algorithms, parallel and distributed systems, and evolutionary machine learning.​

Keywords

  • bio-inspired optimization
  • evolutionary algorithms
  • evolutionary robotics
  • genetic algorithms
  • evolutionary machine learning softcomputing in games
  • parallel and distributed bio-inspired algorithms
  • computer networks
  • correlation analysis
  • bio-inspired health care information
  • evolutionary computation in digital healthcare
  • deep bio-inspired algorithms
  • engineering
  • engineering
  • mathematics
  • network protocols
  • optimization
  • optimization problems
  • signal processing

Editors and Affiliations

  • University of Granada, Granada, Spain

    Pedro A. Castillo

  • Université Le Havre Normandie, Le Havre, France

    Juan Luis Jiménez Laredo

  • Universidad de Extremadura, Mérida, Spain

    Francisco Fernández de Vega

Bibliographic Information

Buying options

eBook USD 84.99
Price excludes VAT (USA)
  • ISBN: 978-3-030-43722-0
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 109.99
Price excludes VAT (USA)