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Bioinspired Optimization Methods and Their Applications

8th International Conference, BIOMA 2018, Paris, France, May 16-18, 2018, Proceedings

  • Conference proceedings
  • © 2018

Overview

Editors:
  1. Peter Korošec

    1. Computer Systems Department, Jožef Stefan Institute, Ljubljana, Slovenia

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  2. Nouredine Melab

    1. University of Lille, Lille, France

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    You can also search for this editor in PubMed   Google Scholar

  3. El-Ghazali Talbi

    1. University of Lille, Lille, France

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10835)

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

Included in the following conference series:

Conference proceedings info: BIOMA 2018.

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Table of contents (27 papers)

  1. Front Matter

    Pages I-XIII
    Download chapter PDF

  2. Optimization of Home Care Visits Schedule by Genetic Algorithm

    • Filipe Alves, Ana I. Pereira, Adília Fernandes, Paulo Leitão
    Pages 1-12

  3. New Techniques for Inferring L-systems Using Genetic Algorithm

    • Jason Bernard, Ian McQuillan
    Pages 13-25

  4. An Adaptive Metaheuristic for Unconstrained Multimodal Numerical Optimization

    • Helder Pereira Borges, Omar Andres Carmona Cortes, Dario Vieira
    Pages 26-37

  5. Scrum Task Allocation Based on Particle Swarm Optimization

    • Lucija Brezočnik, Iztok Fister Jr., Vili Podgorelec
    Pages 38-49

  6. Cooperative Model for Nature-Inspired Algorithms in Solving Real-World Optimization Problems

    • Petr Bujok
    Pages 50-61

  7. Collaborative Agent Teams (CAT): From the Paradigm to Implementation Guidelines

    • Marc-André Carle, Alain Martel, Nicolas Zufferey
    Pages 62-74

  8. A Bio-inspired Approach for Collaborative Exploration with Mobile Battery Recharging in Swarm Robotics

    • Maria Carrillo, Ian Gallardo, Javier Del Ser, Eneko Osaba, Javier Sanchez-Cubillo, Miren Nekane Bilbao et al.
    Pages 75-87

  9. Constructive Metaheuristics for the Set Covering Problem

    • Broderick Crawford, Ricardo Soto, Gino Astorga, José García
    Pages 88-99

  10. Single and Multiobjective Evolutionary Algorithms for Clustering Biomedical Information with Unknown Number of Clusters

    • María Eugenia Curi, Lucía Carozzi, Renzo Massobrio, Sergio Nesmachnow, Grégoire Danoy, Marek Ostaszewski et al.
    Pages 100-112

  11. Evolutionary Algorithms for Scheduling of Crude Oil Preheating Process Under Linear Fouling

    • Dimbalita Deka, Dilip Datta
    Pages 113-125

  12. Hybrid Weighted Barebones Exploiting Particle Swarm Optimization Algorithm for Time Series Representation

    • Antonio Manuel Durán-Rosal, David Guijo-Rubio, Pedro Antonio Gutiérrez, César Hervás-Martínez
    Pages 126-137

  13. Data-Driven Preference-Based Deep Statistical Ranking for Comparing Multi-objective Optimization Algorithms

    • Tome Eftimov, Peter Korošec, Barbara Koroušić Seljak
    Pages 138-150

  14. Construction of Heuristic for Protein Structure Optimization Using Deep Reinforcement Learning

    • Rok Hribar, Jurij Šilc, Gregor Papa
    Pages 151-162

  15. Comparing Boundary Control Methods for Firefly Algorithm

    • Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Roman Senkerik
    Pages 163-173

  16. A New Binary Encoding Scheme in Genetic Algorithm for Solving the Capacitated Vehicle Routing Problem

    • Stanley Jefferson de A. Lima, Sidnei Alves de Araújo
    Pages 174-184

  17. Ensemble and Fuzzy Techniques Applied to Imbalanced Traffic Congestion Datasets: A Comparative Study

    • Pedro Lopez-Garcia, Antonio D. Masegosa, Enrique Onieva, Eneko Osaba
    Pages 185-196

  18. Multi-objective Design of Time-Constrained Bike Routes Using Bio-inspired Meta-heuristics

    • Eneko Osaba, Javier Del Ser, Miren Nekane Bilbao, Pedro Lopez-Garcia, Antonio J. Nebro
    Pages 197-210

  19. Ensemble of Kriging with Multiple Kernel Functions for Engineering Design Optimization

    • Pramudita Satria Palar, Koji Shimoyama
    Pages 211-222

  20. Path Planning Optimization Method Based on Genetic Algorithm for Mapping Toxic Environment

    • Luis Piardi, José Lima, Ana I. Pereira, Paulo Costa
    Pages 223-233
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  1. Bioinspired Optimization Methods and Their Applications

Keywords

About this book

This book constitutes the thoroughly refereed revised selected papers of the 10th International Conference on Bioinspired Optimization Models and Their Applications, BIOMA 2018, held in Paris, France, in May 2018.
The 27 revised full papers were selected from 53 submissions and present papers in all aspects of bioinspired optimization research such as new algorithmic developments, high-impact applications, new research challenges, theoretical contributions, implementation issues, and experimental studies.

Editors and Affiliations

  • Computer Systems Department, Jožef Stefan Institute, Ljubljana, Slovenia

    Peter Korošec

  • University of Lille, Lille, France

    Nouredine Melab, El-Ghazali Talbi

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