Genetic Programming : 10th European Conference, EuroGP 2007, Valencia, Spain, April 11-13, 2007, Proceedings - Marc Ebner

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Genetic Programming

10th European Conference, EuroGP 2007, Valencia, Spain, April 11-13, 2007, Proceedings

By: Marc Ebner (Editor), Michael O'Neill (Editor), AnikÃ³ EkÃ¡rt (Editor)

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Paperback | 2 April 2007

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This book constitutes the refereed proceedings of the 10th European Conference on Genetic Programming, EuroGP 2007, held in Valencia, Spain in April 2007 colocated with EvoCOP 2007. The 21 revised plenary papers and 14 revised poster papers were carefully reviewed and selected from 71 submissions. The papers address fundamental and theoretical issues, along with a wide variety of papers dealing with different application areas.

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A grammatical genetic programming approach to modularity in genetic algorithms	p. 1
An empirical boosting scheme for ROC-based genetic programming classifiers	p. 12
Confidence intervals for computational effort comparisons	p. 23
Crossover bias in genetic programming	p. 33
Density estimation with genetic programming for inverse problem solving	p. 45
Empirical analysis of GP tree-fragments	p. 55
Empirical comparison of evolutionary representations of the inverse problem for iterated function systems	p. 68
Evolution of an efficient search algorithm for the mate-in-N problem in chess	p. 78
Fast genetic programming on GPUs	p. 90
FIFTH : a stack based GP language for vector processing	p. 102
Genetic programming with fitness based on model checking	p. 114
Geometric particle swarm optimisation	p. 125
GP classifier problem decomposition using first-price and second-price auctions	p. 137
Layered learning in boolean GP problems	p. 148
Mining distributed evolving data streams using fractal GP ensembles	p. 160
Multi-objective genetic programming for improving the performance of TCP	p. 170
On population size and neutrality : facilitating the evolution of evolvability	p. 181
On the limiting distribution of program sizes in tree-based genetic programming	p. 193
Predicting prime numbers using cartesian genetic programming	p. 205
Real-time, non-intrusive evaluation of VoIP	p. 217
Training binary GP classifiers efficiently : a pareto-coevolutionary approach	p. 229
A comprehensive view of fitness landscapes with neutrality and fitness clouds	p. 241
Analysing the regularity of genomes using compression and expression simplification	p. 251
Changing the genospace : solving GA problems with Cartesian genetic programming	p. 261
Code regulation in open ended evolution	p. 271
Data mining of genetic programming run logs	p. 281
Evolving a statistics class using object oriented evolutionary programming	p. 291
Evolving modular recursive sorting algorithms	p. 301
Fitness landscape analysis and image filter evolution using functional-level CGP	p. 311
Genetic programming heuristics for multiple machine scheduling	p. 321
Group-foraging with particle swarms and genetic programming	p. 331
Multiple interactive outputs in a single tree; an empirical investigation	p. 341
Parsimony doesn't mean simplicity : genetic programming for inductive inference on noisy data	p. 351
The Holland broadcast language and the modeling of biochemical networks	p. 361
The induction of finite transducers using genetic programming	p. 371
Table of Contents provided by Blackwell. All Rights Reserved.

Genetic Programming

10th European Conference, EuroGP 2007, Valencia, Spain, April 11-13, 2007, Proceedings

At a Glance

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