Skip to main content
SpringerLink
Log in

Applications of Evolutionary Computation

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

  • Conference proceedings
  • © 2020

Overview

Editors:
  1. Pedro A. Castillo

    1. University of Granada, Granada, Spain

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Juan Luis Jiménez Laredo

    1. Université Le Havre Normandie, Le Havre, France

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  3. Francisco Fernández de Vega

    1. Universidad de Extremadura, Mérida, Spain

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12104)

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

Included in the following conference series:

Conference proceedings info: EvoApplications 2020.

This is a preview of subscription content, log in via an institution to check access.

Access this book

Log in via an institution

Subscribe and save

Springer+ Basic
$34.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

eBook USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

Licence this eBook for your library

Institutional subscriptions

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.​

Similar content being viewed by others

Keywords

Table of contents (44 papers)

  1. Front Matter

    Pages i-xvii
    Download chapter PDF

  2. Applications of Evolutionary Computation

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. A Local Search for Numerical Optimisation Based on Covariance Matrix Diagonalisation

      • Ferrante Neri, Shahin Rostami
      Pages 3-19

    3. EvoCluster: An Open-Source Nature-Inspired Optimization Clustering Framework in Python

      • Raneem Qaddoura, Hossam Faris, Ibrahim Aljarah, Pedro A. Castillo
      Pages 20-36

    4. Optimizing the Hyperparameters of a Mixed Integer Linear Programming Solver to Speed up Electric Vehicle Charging Control

      • Takahiro Ishihara, Steffen Limmer
      Pages 37-53

    5. 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

    6. Search Trajectory Networks of Population-Based Algorithms in Continuous Spaces

      • Gabriela Ochoa, Katherine M. Malan, Christian Blum
      Pages 70-85

    7. Evolving-Controllers Versus Learning-Controllers for Morphologically Evolvable Robots

      • Karine Miras, Matteo De Carlo, Sayfeddine Akhatou, A. E. Eiben
      Pages 86-99

    8. Simulation-Driven Multi-objective Evolution for Traffic Light Optimization

      • Alessandro Cacco, Giovanni Iacca
      Pages 100-116

    9. Automatic Generation of Adversarial Metamorphic Malware Using MAP-Elites

      • Kehinde O. Babaagba, Zhiyuan Tan, Emma Hart
      Pages 117-132

    10. 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

    11. A Decomposition-Based Evolutionary Algorithm with Adaptive Weight Vectors for Multi- and Many-objective Optimization

      • Guang Peng, Katinka Wolter
      Pages 149-164

    12. Differential Evolution Multi-Objective for Tertiary Protein Structure Prediction

      • Pedro Henrique Narloch, Márcio Dorn
      Pages 165-180

    13. Particle Swarm Optimization: A Wrapper-Based Feature Selection Method for Ransomware Detection and Classification

      • Muhammad Shabbir Abbasi, Harith Al-Sahaf, Ian Welch
      Pages 181-196

    14. 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

    15. Locating Odour Sources with Geometric Syntactic Genetic Programming

      • João Macedo, Lino Marques, Ernesto Costa
      Pages 212-227

    16. Designing Cable-Stayed Bridges with Genetic Algorithms

      • João Correia, Fernando Ferreira
      Pages 228-243

    17. A Fast, Scalable Meta-Heuristic for Network Slicing Under Traffic Uncertainty

      • Thomas Bauschert, Varun S. Reddy
      Pages 244-259

    18. What Is Your MOVE: Modeling Adversarial Network Environments

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

    19. Using Evolution to Design Modular Robots: An Empirical Approach to Select Module Designs

      • Rodrigo Moreno, Andres Faina
      Pages 276-290
Back to top

Other volumes

  1. Applications of Evolutionary Computation

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

Publish with us

Policies and ethics

Back to top

Search

Navigation