Genetic Programming

1. Front Matter

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2. Talks

   1. On the Impact of the Representation on Fitness Landscapes

      • Paul Albuquerque, Bastien Chopard, Christian Mazza, Marco Tomassini

      Pages 1-15

   2. The Legion System: A Novel Approach to Evolving Heterogeneity for Collective Problem Solving

      • Josh C. Bongard

      Pages 16-28

   3. Metric Based Evolutionary Algorithms

      • Stefan Droste, Dirk Wiesmann

      Pages 29-43

   4. Register Based Genetic Programming on FPGA Computing Platforms

      • M. I. Heywood, A. N. Zincir-Heywood

      Pages 44-59

   5. An Extrinsic Function-Level Evolvable Hardware Approach

      • Tatiana Kalganova

      Pages 60-75

   6. Genetic Programming, Ensemble Methods and the Bias/Variance Tradeoff – Introductory Investigations

      • Maarten Keijzer, Vladan Babovic

      Pages 76-90

   7. Evolution of a Controller with a Free Variable Using Genetic Programming

      • John R. Koza, Jessen Yu, Martin A. Keane, William Mydlowec

      Pages 91-105

   8. Genetic Programming for Service Creation in Intelligent Networks

      • Peter Martin

      Pages 106-120

   9. Cartesian Genetic Programming

      • Julian F. Miller, Peter Thomson

      Pages 121-132

   10. Some Probabilistic Modelling Ideas for Boolean Classification in Genetic Programming

       • Jorge Muruzábal, Carlos Cotta-Porras, Amelia Fernández

       Pages 133-148

   11. Crossover in Grammatical Evolution: A Smooth Operator?

       • Michael O’Neill, Conor Ryan

       Pages 149-162

   12. Hyperschema Theory for GP with One-Point Crossover, Building Blocks, and Some New Results in GA Theory

       • Riccardo Poli

       Pages 163-180

   13. Use of Genetic Programming in the Identification of Rational Model Structures

       • Katya Rodríguez-Vázquez, Peter J. Fleming

       Pages 181-192

   14. Grammatical Retina Description with Enhanced Methods

       • Róbert Ványi, Gabriella Kókai, Zoltán Tóth, Tünde Petö

       Pages 193-208

3. Posters

   1. Intraspecific Evolution of Learning by Genetic Programming

      • Yoshida Akira

      Pages 209-224

   2. An Evolutionary Approach to Multiperiod Asset Allocation

      • Stefania Baglioni, Célia da Costa Pereira, Dario Sorbello, Andrea G. B. Tettamanzi

      Pages 225-236

   3. Acquiring Textual Relations Automatically on the Web Using Genetic Programming

      • Agneta Bergström, Patricija Jaksetic, Peter Nordin

      Pages 237-246

   4. Application of Genetic Programming to Induction of Linear Classification Trees

      • Martijn C. J. Bot, William B. Langdon

      Pages 247-258

   5. A Metric for Genetic Programs and Fitness Sharing

      • Anikó Ekárt, S. Z. Németh

      Pages 259-270

This volume contains the proceedings of EuroGP 2000, the European Conf- ence on Genetic Programming, held in Edinburgh on the 15th and 16th April 2000. This event was the third in a series which started with the two European workshops: EuroGP’98, held in Paris in April 1998, and EuroGP’99, held in Gothenburg in May 1999. EuroGP 2000 was held in conjunction with EvoWo- shops 2000 (17th April) and ICES 2000 (17th-19th April). Genetic Programming (GP) is a growing branch of Evolutionary Compu- tion in which the structures in the population being evolved are computer p- grams. GP has been applied successfully to a large number of di?cult problems like automatic design, pattern recognition, robotic control, synthesis of neural networks, symbolic regression, music and picture generation, biomedical app- cations, etc. In recent years,even human-competitive results have been achieved by a number of groups. EuroGP 2000, the ?rst evolutionary computation conference of the new m- lennium, was the biggest event devoted to genetic programming to be held in Europe in 2000. It was a high quality conference where state-of-the-art work on the theory of GP and applications of GP to real world problems was presented.

• Adaptive Systems
• Automat
• Evolutionary Computation
• Evolutionary Programming
• Genetic Algorithms
• Genetic Programming
• Neural Networks
• image processing
• programming
• robot

• Department of Computing and Electronic Systems, University of Essex, Colchester, UK

  Riccardo Poli

• Department of Computer Science, Memorial University of Newfoundland, Canada

  Wolfgang Banzhaf

• Departments of Mathematical, Biological Sciences and Computing and Electronic Systems, University of Essex, UK

  William B. Langdon

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

  Julian Miller

• Dept. of Physical Rescource Theory, Chalmers University of Technology, Göteborg, Sweden

  Peter Nordin

• School of Computing, Information Systems and Mathematics, South Bank University, London, UK

  Terence C. Fogarty

Policies and ethics