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Applications of Evolutionary Computation

18th European Conference, EvoApplications 2015, Copenhagen, Denmark, April 8-10, 2015, Proceedings

  • Conference proceedings
  • © 2015

Overview

Editors:
  1. Antonio M. Mora

    1. Universidad de Granada, Granada, Spain

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  2. Giovanni Squillero

    1. Politecnico di Torino, Turin, Italy

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9028)

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

Included in the following conference series:

Conference proceedings info: EvoApplications 2015.

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Table of contents (72 papers)

  1. Front Matter

    Pages I-XXVII
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  2. EvoBIO

    1. Front Matter

      Pages 1-1
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    2. Heat Map Based Feature Selection: A Case Study for Ovarian Cancer

      • Carlos Huertas, Reyes Juárez-Ramírez
      Pages 3-13

    3. A Novel Multi-objectivisation Approach for Optimising the Protein Inverse Folding Problem

      • Sune S. Nielsen, Grégoire Danoy, Wiktor Jurkowski, Juan Luis Jiménez Laredo, Reinhard Schneider, El-Ghazali Talbi et al.
      Pages 14-25

  3. EvoCOMNET

    1. Front Matter

      Pages 27-27
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    2. Black Holes and Revelations: Using Evolutionary Algorithms to Uncover Vulnerabilities in Disruption-Tolerant Networks

      • Doina Bucur, Giovanni Iacca, Giovanni Squillero, Alberto Tonda
      Pages 29-41

    3. A Novel Grouping Genetic Algorithm for Assigning Resources to Users in WCDMA Networks

      • L. Cuadra, S. Salcedo-Sanz, A. D. Carnicer, M. A. Del Arco, J. A. Portilla-Figueras
      Pages 42-53

    4. Combining Ensemble of Classifiers by Using Genetic Programming for Cyber Security Applications

      • Gianluigi Folino, Francesco Sergio Pisani
      Pages 54-66

    5. A Fast FPGA-Based Classification of Application Protocols Optimized Using Cartesian GP

      • David Grochol, Lukas Sekanina, Martin Zadnik, Jan Korenek
      Pages 67-78

    6. Parallel Extremal Optimization with Guided State Changes Applied to Load Balancing

      • Ivanoe De Falco, Eryk Laskowski, Richard Olejnik, Umberto Scafuri, Ernesto Tarantino, Marek Tudruj
      Pages 79-90

    7. A Swarm Intelligence Approach to \(3\)D Distance-Based Indoor UWB Localization

      • Stefania Monica, Gianluigi Ferrari
      Pages 91-102

    8. Studying the Geographical Cluster Paging with Delay Constraint in Registration Areas with the Algorithm NSGAII

      • Víctor Berrocal-Plaza, Miguel A. Vega-Rodríguez, Juan M. Sánchez-Pérez
      Pages 103-114

    9. A Multiobjective Evolutionary Algorithm for Personalized Tours in Street Networks

      • Ivanoe De Falco, Umberto Scafuri, Ernesto Tarantino
      Pages 115-127

    10. Planning the Deployment of Indoor Wireless Sensor Networks Through Multiobjective Evolutionary Techniques

      • Jose M. Lanza-Gutierrez, Juan A. Gomez-Pulido, S. Priem-Mendes, M. Ferreira, J. S. Pereira
      Pages 128-139

  4. EvoCOMPLEX

    1. Front Matter

      Pages 141-141
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    2. Hierarchic Genetic Search with \(\alpha \)-Stable Mutation

      • Adam K. Obuchowicz, Maciej SmoÅ‚ka, Robert Schaefer
      Pages 143-154

    3. Emergence of Cooperation in the Prisoner’s Dilemma Driven by Conformity

      • Marco Alberto Javarone, Antonio Emanuele Atzeni, Serge Galam
      Pages 155-163

    4. An Experimental Evaluation of Multi-objective Evolutionary Algorithms for Detecting Critical Nodes in Complex Networks

      • Mario Ventresca, Kyle Robert Harrison, Beatrice M. Ombuki-Berman
      Pages 164-176

    5. Self-Balancing Multimemetic Algorithms in Dynamic Scale-Free Networks

      • Rafael Nogueras, Carlos Cotta
      Pages 177-188

    6. Investigating Fitness Measures for the Automatic Construction of Graph Models

      • Kyle Robert Harrison, Mario Ventresca, Beatrice M. Ombuki-Berman
      Pages 189-200
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  1. Applications of Evolutionary Computation

Keywords

About this book

This book constitutes the refereed conference proceedings of the 18th International Conference on the Applications of Evolutionary Computation, EvoApplications 2015, held in Copenhagen, Spain, in April 2015, colocated with the Evo 2015 events EuroGP, EvoCOP, and EvoMUSART. The 72 revised full papers presented were carefully reviewed and selected from 125 submissions. EvoApplications 2015 consisted of the following 13 tracks: EvoBIO (evolutionary computation, machine learning and data mining in computational biology), EvoCOMNET (nature-inspired techniques for telecommunication networks and other parallel and distributed systems), EvoCOMPLEX (evolutionary algorithms and complex systems), EvoENERGY (evolutionary computation in energy applications), EvoFIN (evolutionary and natural computation in finance and economics), EvoGAMES (bio-inspired algorithms in games), EvoIASP (evolutionary computation in image analysis, signal processing, and pattern recognition), EvoINDUSTRY (nature-inspired techniques in industrial settings), EvoNUM (bio-inspired algorithms for continuous parameter optimization), EvoPAR (parallel implementation of evolutionary algorithms), EvoRISK (computational intelligence for risk management, security and defence applications), EvoROBOT (evolutionary computation in robotics), and EvoSTOC (evolutionary algorithms in stochastic and dynamic environments).

Editors and Affiliations

  • Universidad de Granada, Granada, Spain

    Antonio M. Mora

  • Politecnico di Torino, Turin, Italy

    Giovanni Squillero

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