ISBN: 3-540-67339-3 TITLE: Genetic Programming AUTHOR: Poli, Riccardo; Banzhaf, Wolfgang; Langdon, William B.; Miller, Julian; Nordin, Peter; Fogarty, Terence C. (Eds.) TOC: Talks On the Impact of the Representation on Fitness Landscapes 1 P. Albuquerque, B. Chopard, C. Mazza and M. Tomassini The Legion System: A Novel Approach to Evolving Hetrogeneity for Collective Problem Solving 16 J. C. Bongard Metric Based Evolutionary Algorithms 29 S. Droste and D. Wiesmann Register Based Genetic Programming on FPGA Computing Platforms 44 M. I. Heywood and A. N. Zincir-Heywood An Extrinsic Function-Level Evolvable Hardware Approach 60 T. Kalganova Genetic Programming, Ensemble Methods and the Bias/Variance Tradeoff - Introductory Investigations 76 M. Keijzer and V. Babovic Evolution of a Controller with a Free Variable Using Genetic Programming 91 J. R. Koza, J. Yu, M. A. Keane and W. Mydlowec Genetic Programming for Service Creation in Intelligent Networks 106 P. Martin Cartesian Genetic Programming 121 J. F. Miller and P. Thomson Some Probabilistic Modelling Ideas for Boolean Classification in Genetic Programming 133 J. Muruzábal, C. Cotta-Porras and A. Fernández Crossover in Grammatical Evolution: A Smooth Operator? 149 M. O'Neill and C. Ryan Hyperschema Theory for GP with One-Point Crossover, Building Blocks, and Some New Results in GA Theory 163 R. Poli Use of Genetic Programming in the Identification of Rational Model Structures 181 K. Rodríguez-Vázquez and P. J. Fleming Grammatical Retina Description with Enhanced Methods 193 R. Ványi, G. Kókai, Z. Tóth and T Petö Posters Intraspecific Evolution of Learning by Genetic Programming 209 Y. Akira An Evolutionary Approach to Multiperiod Asset Allocation 225 S. Baglioni, C. da Costa Pereira, D. Sorbello and A. G. B. Tettamanzi Acquiring Textual Relations Automatically on the Web Using Genetic Programming 237 A. Bergström, P. Jaksetic and P. Nordin Application of Genetic Programming to Induction of Linear Classification Trees 247 M. C. J. Bot and W. B. Langdon A Metric for Genetic Programs and Fitness Sharing 259 A. Ekárt and S. Z. Németh Using Factorial Experiments to Evaluate the Effect of Genetic Programming Parameters 271 R. Feldt and P. Nordin Experimental Study of Multipopulation Parallel Genetic Programming 283 F. Fernández, M. Tomassini, W. F. Punch III and J. M. Sánchez Genetic Programming and Simulated Annealing: A Hybrid Method to Evolve Decision Trees 294 G. Folino, C. Pizzuti and G. Spezzano Seeding Genetic Programming Populations 304 W. B. Langdon and J.P. Nordin Distributed Java Bytecode Genetic Programming with Telecom Applications 316 E. Lukschandl, H. Borgvall, L. Nohle, M. Nordahl and P. Nordin Fighting Program Bloat with the Fractal Complexity Measure 326 V. Podgorelec and P. Kokol Paragen - The First Results 338 C. Ryan and L. Ivan Multi-robot Cooperation and Competition with Genetic Programming 349 K. Zhao and J. Wang Author Index 361 END