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Applications of Evolutionary Computation

21st International Conference, EvoApplications 2018, Parma, Italy, April 4-6, 2018, Proceedings

  • Conference proceedings
  • © 2018

Overview

Editors:
  1. Kevin Sim

    1. Edinburgh Napier University, Edinburgh, United Kingdom

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  2. Paul Kaufmann

    1. Johannes Gutenberg University of Mainz, Mainz, Germany

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10784)

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

Included in the following conference series:

Conference proceedings info: EvoApplications 2018.

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Table of contents (59 papers)

  1. Front Matter

    Pages I-XXII
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  2. EvoBAFIN

    1. Front Matter

      Pages 1-1
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    2. Multi-objective Cooperative Coevolutionary Algorithm with Dynamic Species-Size Strategy

      • Karoon Suksonghong, Kittipong Boonlong
      Pages 3-17

  3. EvoBIO

    1. Front Matter

      Pages 19-19
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    2. Task Classification Using Topological Graph Features for Functional M/EEG Brain Connectomics

      • Javier Del Ser, Eneko Osaba, Miren Nekane Bilbao
      Pages 21-32

    3. Feature Selection for Detecting Gene-Gene Interactions in Genome-Wide Association Studies

      • Faramarz Dorani, Ting Hu
      Pages 33-46

    4. Fitness Functions Evaluation for Segmentation of Lymphoma Histological Images Using Genetic Algorithm

      • Thaína A. A. Tosta, Paulo Rogério de Faria, Leandro Alves Neves, Marcelo Zanchetta do Nascimento
      Pages 47-62

    5. Mutual Information Iterated Local Search: A Wrapper-Filter Hybrid for Feature Selection in Brain Computer Interfaces

      • Jason Adair, Alexander E. I. Brownlee, Gabriela Ochoa
      Pages 63-77

    6. Automatic Segmentation of Neurons in 3D Samples of Human Brain Cortex

      • G. Mazzamuto, I. Costantini, M. Neri, M. Roffilli, L. Silvestri, F. S. Pavone
      Pages 78-85

    7. Analysis of Relevance and Redundance on Topoisomerase 2b (TOP2B) Binding Sites: A Feature Selection Approach

      • Pedro Manuel Martínez García, Miguel García Torres, Federico Divina, Francisco Antonio Gómez Vela, Felipe Cortés-Ledesma
      Pages 86-101

  4. EvoCOMNET

    1. Front Matter

      Pages 103-103
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    2. Multimodal Transportation Network Design Using Physarum Polycephalum-Inspired Multi-agent Computation Methods

      • Rishi Vanukuru, Nagendra R. Velaga
      Pages 105-116

    3. Improving Multi-objective Evolutionary Influence Maximization in Social Networks

      • Doina Bucur, Giovanni Iacca, Andrea Marcelli, Giovanni Squillero, Alberto Tonda
      Pages 117-124

    4. Social Relevance Index for Studying Communities in a Facebook Group of Patients

      • Laura Sani, Gianfranco Lombardo, Riccardo Pecori, Paolo Fornacciari, Monica Mordonini, Stefano Cagnoni
      Pages 125-140

    5. A Fast Metaheuristic for the Design of DVB-T2 Networks

      • Fabio D’Andreagiovanni, Antonella Nardin
      Pages 141-155

  6. EvoENERGY

    1. Front Matter

      Pages 203-203
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Other volumes

  1. Applications of Evolutionary Computation

Keywords

About this book

This book constitutes the refereed conference proceedings of the 21st International Conference on the Applications of Evolutionary Computation, EvoApplications 2018, held in Parma, Italy, in April 2018, collocated with the Evo* 2018 events EuroGP, EvoCOP, and EvoMUSART.

The 59 revised full papers presented were carefully reviewed and selected from 84 submissions. EvoApplications 2018 combined research from 14 different domains: business analytics and finance (EvoBAFIN); computational biology (EvoBIO); communication networks and other parallel and distributed systems (EvoCOMNET); complex systems (EvoCOMPLEX); energy-related optimization (EvoENERGY); games and multi-agent systems (EvoGAMES); image analysis, signal processing and pattern recognition (EvoIASP); realworld industrial and commercial environments (EvoINDUSTRY); knowledge incorporation in evolutionary computation (EvoKNOW); continuous parameter optimization (EvoNUM); parallel architectures and distributed infrastructures (EvoPAR); evolutionary robotics (EvoROBOT); nature-inspired algorithms in software engineering and testing (EvoSET); and stochastic and dynamic environments (EvoSTOC).

Editors and Affiliations

  • Edinburgh Napier University, Edinburgh, United Kingdom

    Kevin Sim

  • Johannes Gutenberg University of Mainz, Mainz, Germany

    Paul Kaufmann

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