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Genetic Programming

15th European Conference, EuroGP 2012, Málaga, Spain, April 11-13, 2012, Proceedings

  • Conference proceedings
  • © 2012

Overview

Editors:
  1. Alberto Moraglio

    1. School of Computer Science, University of Birmingham, Edgbaston, UK

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  2. Sara Silva

    1. INESC-ID Lisboa, Lisboa, Portugal

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  3. Krzysztof Krawiec

    1. Institute of Computing Science, Poznań University of Technology, Poznań, Poland

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  4. Penousal Machado

    1. Faculty of Sciences and Technology, Department of Informatics Engineering, University of Coimbra, Coimbra, Portugal

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  5. Carlos Cotta

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

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  • Fast track conference proceedings
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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 7244)

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

Included in the following conference series:

Conference proceedings info: EuroGP 2012.

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Table of contents (23 papers)

  1. Front Matter

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  2. Oral Presentations

    1. Evolving High-Level Imperative Program Trees with Strongly Formed Genetic Programming

      • Tom Castle, Colin G. Johnson
      Pages 1-12

    2. Android Genetic Programming Framework

      • Alban Cotillon, Philip Valencia, Raja Jurdak
      Pages 13-24

    3. Genetic Programming for Generalised Helicopter Hovering Control

      • Dimitris C. Dracopoulos, Dimitrios Effraimidis
      Pages 25-36

    4. Cartesian Genetic Programming for Memristive Logic Circuits

      • Gerard David Howard, Larry Bull, Andrew Adamatzky
      Pages 37-48

    5. A New, Node-Focused Model for Genetic Programming

      • David Jackson
      Pages 49-60

    6. Medial Crossovers for Genetic Programming

      • Krzysztof Krawiec
      Pages 61-72

    7. Improving Face Detection

      • Penousal Machado, João Correia, Juan Romero
      Pages 73-84

    8. Grammar Bias and Initialisation in Grammar Based Genetic Programming

      • Eoin Murphy, Erik Hemberg, Miguel Nicolau, Michael O’Neill, Anthony Brabazon
      Pages 85-96

    9. Improving Relevance Measures Using Genetic Programming

      • Kourosh Neshatian, Mengjie Zhang
      Pages 97-108

    10. An Investigation of Fitness Sharing with Semantic and Syntactic Distance Metrics

      • Quang Uy Nguyen, Xuan Hoai Nguyen, Michael O’Neill, Alexandros Agapitos
      Pages 109-120

    11. Evolving Reusable Operation-Based Due-Date Assignment Models for Job Shop Scheduling with Genetic Programming

      • Su Nguyen, Mengjie Zhang, Mark Johnston, Kay Chen Tan
      Pages 121-133

    12. Evolving Interpolating Models of Net Ecosystem CO2 Exchange Using Grammatical Evolution

      • Miguel Nicolau, Matthew Saunders, Michael O’Neill, Bruce Osborne, Anthony Brabazon
      Pages 134-145

    13. Multi-Objective Ant Programming for Mining Classification Rules

      • Juan Luis Olmo, José Raúl Romero, Sebastián Ventura
      Pages 146-157

    14. Matrix Analysis of Genetic Programming Mutation

      • Andrew J. Parkes, Ender Özcan, Matthew R. Hyde
      Pages 158-169

    15. An Ecological Approach to Measuring Locality in Linear Genotype to Phenotype Maps

      • Tom Seaton, Julian F. Miller, Tim Clarke
      Pages 170-181

    16. Coevolution in Cartesian Genetic Programming

      • Michaela Šikulová, Lukáš Sekanina
      Pages 182-193

    17. Evolutionary Design of Message Efficient Secrecy Amplification Protocols

      • Tobiáš Smolka, Petr Švenda, Lukáš Sekanina, Vashek Matyáš
      Pages 194-205

    18. Automatic Design of Ant Algorithms with Grammatical Evolution

      • Jorge Tavares, Francisco B. Pereira
      Pages 206-217

  3. Posters

    1. Random Sampling Technique for Overfitting Control in Genetic Programming

      • Ivo Gonçalves, Sara Silva, Joana B. Melo, João M. B. Carreiras
      Pages 218-229
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Other volumes

  1. Genetic Programming

Keywords

About this book

This book constitutes the refereed proceedings of the 15th European Conference on Genetic Programming, EuroGP 2012, held in Málaga, Spain, in April 2012 co-located with the Evo* 2012 events.
The 18 revised full papers presented together with 5 poster papers were carefully reviewed and selected from 46 submissions. The wide range of topics in this volume reflects the current state of research in the field, including different genres of GP (tree-based, grammar-based, Cartesian), theory, novel operators, and applications.

Editors and Affiliations

  • School of Computer Science, University of Birmingham, Edgbaston, UK

    Alberto Moraglio

  • INESC-ID Lisboa, Lisboa, Portugal

    Sara Silva

  • Institute of Computing Science, Poznań University of Technology, Poznań, Poland

    Krzysztof Krawiec

  • Faculty of Sciences and Technology, Department of Informatics Engineering, University of Coimbra, Coimbra, Portugal

    Penousal Machado

  • ETSI Informática, Universidad de Málaga, Málaga, Spain

    Carlos Cotta

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