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  • Conference proceedings
  • © 2012

Applications of Evolutionary Computation

EvoApplications 2012: EvoCOMNET, EvoCOMPLEX, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoNUM, EvoPAR, EvoRISK, EvoSTIM, and EvoSTOC, Málaga, Spain, April 11-13, 2012, Proceedings

Editors:

  1. Cecilia Chio

    1. Department of Mathematics and Statistics, University of Strathclyde, Glasgow, UK

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  2. Alexandros Agapitos

    1. Financial Mathematics and Computation Cluster Natural Computing Research and Applications Group Complex and Adaptive Systems Laboratory, University College, Dublin, Ireland

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  3. Stefano Cagnoni

    1. Department of Computer Engineering, University of Parma, Parma, Italy

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  4. Carlos Cotta

    1. ETSI Informática, Universidad de Málaga, Málaga, Spain

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  5. Francisco Fernández Vega

    1. Centro Universitario de Merida, Universidad de Extremadura, Spain

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  6. Gianni A. Caro

    1. Dalle Molle Institute for Artificial Intelligence (IDSIA), Lugano, Switzerland

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  7. Rolf Drechsler

    1. DFKI Bremen, Cyber-Physical Systems, Bremen, Germany

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  8. Anikó Ekárt

    1. Knowledge Engineering Research Group, Aston University, Aston Triangle, UK

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  9. Anna I. Esparcia-Alcázar

    1. Instituto Tecnológico de Informática, Edif. 8G Acceso B, Universidad Politécnica de Valencia, Valencia, Spain

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  10. Muddassar Farooq

    1. Next Generation Intelligent Networks Research Center (nexGIN RC), National University of Computer & Emerging Sciences (FAST-NU), Islamabad, Pakistan

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  11. William B. Langdon

    1. Department of Computer Science,, University College London, London, UK

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  12. Juan J. Merelo-Guervós

    1. Depto. Arquitectura y Tecnologa de Computadores, ETS Ingeiera Informtica, Granada, Spain

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  13. Mike Preuss

    1. Chair of Algorithm Engineering, Computational Intelligence Group, Dept. of Computer Science, Technische Universität Dortmund, Germany

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  14. Hendrik Richter

    1. HTWK Leipzig, Fakultät Elektrotechnik und Informationstechnik, Institut Mess–, Steuerungs– und Regelungstechnik, Leipzig, Germany

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  15. Sara Silva

    1. INESC-ID Lisboa, Lisboa, Portugal

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  16. Anabela Simões

    1. Centre for Informatics and Systems, University of Coimbra, Portugal

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  17. Giovanni Squillero

    1. Dipartimento di Automatica e Informatica, Politecnico di Torino, Italy

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  18. Ernesto Tarantino

    1. Institute of High Performance Computing and Networking, ICAR-CNR, Naples, Italy

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  19. Andrea G. B. Tettamanzi

    1. Dipartimento di Tecnologie dell’Informazione, Universita’ degli Studi di Milano, Italy

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  20. Julian Togelius

    1. IT University of Copenhagen, Copenhagen, Denmark

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  21. Neil Urquhart

    1. Centre for Emergent Computing, Edinburgh Napier University, Edinburgh,, UK

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  22. A. Şima Uyar

    1. Department of Computer Engineering, Istanbul Technical University, Maslak, Turkey

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  23. Georgios N. Yannakakis

    1. Center For Computer Games Research, IT University Of Copenhagen, Copenhagen, Denmark

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 7248)

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

Conference series link(s): EvoApplications: International Conference on the Applications of Evolutionary Computation (Part of EvoStar)

Conference proceedings info: EvoApplications 2012.

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Table of contents (54 papers)

  1. Front Matter

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  2. EvoCOMNET Contributions

    1. Optimizing Energy Consumption in Heterogeneous Wireless Sensor Networks by Means of Evolutionary Algorithms

      • José Manuel Lanza-Gutiérrez, Juan Antonio Gómez-Pulido, Miguel A. Vega-Rodríguez, Juan Manuel Sánchez-Pérez
      Pages 1-10

    2. Network Protocol Discovery and Analysis via Live Interaction

      • Patrick LaRoche, A. Nur Zincir-Heywood, Malcolm I. Heywood
      Pages 11-20

    3. Evolutionary Design of Active Free Space Optical Networks Based on Digital Mirror Devices

      • Steffen Limmer, Dietmar Fey, Ulrich Lohmann, Jürgen Jahns
      Pages 21-30

    4. Frequency Robustness Optimization with Respect to Traffic Distribution for LTE System

      • Nourredine Tabia, Alexandre Gondran, Oumaya Baala, Alexandre Caminada
      Pages 31-41

  3. EvoCOMPLEX Contributions

    1. Small-World Optimization Applied to Job Scheduling on Grid Environments from a Multi-Objective Perspective

      • María Arsuaga-Ríos, Francisco Prieto-Castrillo, Miguel A. Vega-Rodríguez
      Pages 42-51

    2. Testing Diversity-Enhancing Migration Policies for Hybrid On-Line Evolution of Robot Controllers

      • Pablo García-Sánchez, A. E. Eiben, Evert Haasdijk, Berend Weel, Juan-Julián Merelo-Guervós
      Pages 52-62

    3. Evolutionary Optimization of Pheromone-Based Stigmergic Communication

      • Tüze Kuyucu, Ivan Tanev, Katsunori Shimohara
      Pages 63-72

    4. Hyperparameter Tuning in Bandit-Based Adaptive Operator Selection

      • Maciej Pacula, Jason Ansel, Saman Amarasinghe, Una-May O’Reilly
      Pages 73-82

    6. Self-organization and Specialization in Multiagent Systems through Open-Ended Natural Evolution

      • Pedro Trueba, Abraham Prieto, Francisco Bellas, Pilar Caamaño, Richard J. Duro
      Pages 93-102

    9. The Emergence of Multi-cellular Robot Organisms through On-Line On-Board Evolution

      • Berend Weel, Evert Haasdijk, A. E. Eiben
      Pages 124-134

  4. EvoFIN Contributions

    1. Evolving Seasonal Forecasting Models with Genetic Programming in the Context of Pricing Weather-Derivatives

      • Alexandros Agapitos, Michael O’Neill, Anthony Brabazon
      Pages 135-144

    2. Steepest Ascent Hill Climbing for Portfolio Selection

      • Jonathan Arriaga, Manuel Valenzuela-Rendón
      Pages 145-154

    3. A Neuro-evolutionary Approach to Intraday Financial Modeling

      • Antonia Azzini, Mauro Dragoni, Andrea G. B. Tettamanzi
      Pages 155-164

    5. A GA Combining Technical and Fundamental Analysis for Trading the Stock Market

      • Iván Contreras, José Ignacio Hidalgo, Laura Núñez-Letamendia
      Pages 174-183
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Other Volumes

  1. Applications of Evolutionary Computation

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About this book

This book constitutes the refereed proceedings of the International Conference on the Applications of Evolutionary Computation, EvoApplications 2012, held in Málaga, Spain, in April 2012, colocated with the Evo* 2012 events EuroGP, EvoCOP, EvoBIO, and EvoMUSART. The 54 revised full papers presented were carefully reviewed and selected from 90 submissions. EvoApplications 2012 consisted of the following 11 tracks: EvoCOMNET (nature-inspired techniques for telecommunication networks and other parrallel and distributed systems), EvoCOMPLEX (algorithms and complex systems), EvoFIN (evolutionary and natural computation in finance and economics), EvoGAMES (bio-inspired algorithms in games), EvoHOT (bio-inspired heuristics for design automation), EvoIASP (evolutionary computation in image analysis and signal processing), EvoNUM (bio-inspired algorithms for continuous parameter optimization), EvoPAR (parallel implementation of evolutionary algorithms), EvoRISK (computational intelligence for risk management, security and defense applications), EvoSTIM (nature-inspired techniques in scheduling, planning, and timetabling), and EvoSTOC (evolutionary algorithms in stochastic and dynamic environments).
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Keywords

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Editors and Affiliations

  • Department of Mathematics and Statistics, University of Strathclyde, Glasgow, UK

    Cecilia Chio

  • Financial Mathematics and Computation Cluster Natural Computing Research and Applications Group Complex and Adaptive Systems Laboratory, University College, Dublin, Ireland

    Alexandros Agapitos

  • Department of Computer Engineering, University of Parma, Parma, Italy

    Stefano Cagnoni

  • ETSI Informática, Universidad de Málaga, Málaga, Spain

    Carlos Cotta

  • Centro Universitario de Merida, Universidad de Extremadura, Spain

    Francisco Fernández Vega

  • Dalle Molle Institute for Artificial Intelligence (IDSIA), Lugano, Switzerland

    Gianni A. Caro

  • DFKI Bremen, Cyber-Physical Systems, Bremen, Germany

    Rolf Drechsler

  • Knowledge Engineering Research Group, Aston University, Aston Triangle, UK

    Anikó Ekárt

  • Instituto Tecnológico de Informática, Edif. 8G Acceso B, Universidad Politécnica de Valencia, Valencia, Spain

    Anna I. Esparcia-Alcázar

  • Next Generation Intelligent Networks Research Center (nexGIN RC), National University of Computer & Emerging Sciences (FAST-NU), Islamabad, Pakistan

    Muddassar Farooq

  • Department of Computer Science,, University College London, London, UK

    William B. Langdon

  • Depto. Arquitectura y Tecnologa de Computadores, ETS Ingeiera Informtica, Granada, Spain

    Juan J. Merelo-Guervós

  • Chair of Algorithm Engineering, Computational Intelligence Group, Dept. of Computer Science, Technische Universität Dortmund, Germany

    Mike Preuss

  • HTWK Leipzig, Fakultät Elektrotechnik und Informationstechnik, Institut Mess–, Steuerungs– und Regelungstechnik, Leipzig, Germany

    Hendrik Richter

  • INESC-ID Lisboa, Lisboa, Portugal

    Sara Silva

  • Centre for Informatics and Systems, University of Coimbra, Portugal

    Anabela Simões

  • Dipartimento di Automatica e Informatica, Politecnico di Torino, Italy

    Giovanni Squillero

  • Institute of High Performance Computing and Networking, ICAR-CNR, Naples, Italy

    Ernesto Tarantino

  • Dipartimento di Tecnologie dell’Informazione, Universita’ degli Studi di Milano, Italy

    Andrea G. B. Tettamanzi

  • IT University of Copenhagen, Copenhagen, Denmark

    Julian Togelius

  • Centre for Emergent Computing, Edinburgh Napier University, Edinburgh,, UK

    Neil Urquhart

  • Department of Computer Engineering, Istanbul Technical University, Maslak, Turkey

    A. Şima Uyar

  • Center For Computer Games Research, IT University Of Copenhagen, Copenhagen, Denmark

    Georgios N. Yannakakis

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Bibliographic Information

  • Book Title: Applications of Evolutionary Computation

  • Book Subtitle: EvoApplications 2012: EvoCOMNET, EvoCOMPLEX, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoNUM, EvoPAR, EvoRISK, EvoSTIM, and EvoSTOC, Málaga, Spain, April 11-13, 2012, Proceedings

  • Editors: Cecilia Chio, Alexandros Agapitos, Stefano Cagnoni, Carlos Cotta, Francisco Fernández Vega, Gianni A. Caro, Rolf Drechsler, Anikó Ekárt, Anna I. Esparcia-Alcázar, Muddassar Farooq, William B. Langdon, Juan J. Merelo-Guervós, Mike Preuss, Hendrik Richter, Sara Silva, Anabela Simões, Giovanni Squillero, Ernesto Tarantino, Andrea G. B. Tettamanzi, Julian Togelius, Neil Urquhart, A. Şima Uyar, … Georgios N. Yannakakis

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-642-29178-4

  • Publisher: Springer Berlin, Heidelberg

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: Springer-Verlag Berlin Heidelberg 2012

  • Softcover ISBN: 978-3-642-29177-7Published: 02 April 2012

  • eBook ISBN: 978-3-642-29178-4Published: 24 March 2012

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XXV, 542

  • Number of Illustrations: 174 b/w illustrations

  • Topics: Computation by Abstract Devices, Programming Techniques, Computer Communication Networks, Math Applications in Computer Science, Image Processing and Computer Vision, Artificial Intelligence

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Buy it now

eBook USD 39.99
Price excludes VAT (USA)
  • Available as 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

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