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
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