Genetic Programming: 9th European Conference, EuroGP 2006, Budapest, Hungary, April 10-12, 2006. Proceedings (Lecture Notes in Computer Science, 3905)

This book constitutes the refereed proceedings of the 9th European Conference on Genetic Programming, EuroGP 2006, held in Budapest, Hungary, in April 2006, colocated with EvoCOP 2006. The 21 revised plenary papers and 11 revised poster papers were carefully reviewed and selected from 59 submissions. The papers address fundamental and theoretical issues, along with a wide variety of papers dealing with different application areas, such as computer science, engineering, machine learning, Kolmogorov complexity, biology and computational design, showing that GP is a powerful and practical problem-solving paradigm. 802.11 De-authentication Attack Detection Using Genetic Programming / Patrick Laroche, A. Nur Zincir-heywood -- A Divide & Conquer Strategy For Improving Efficiency And Probability Of Success In Genetic Programming / Cyril Fillon, Alberto Bartoli -- A Genetic Programming Approach To Solomonoff's Probabilistic Induction / Ivanoe De Falco [and Others] -- A Less Destructive, Context-aware Crossover Operator For Gp / Hammad Majeed, Conor Ryan -- Aquagp : Approximate Query Answers Using Genetic Programming / Jason B. Peltzer, Ankur M. Teredesai, Garrett Reinard -- Blindbuilder : A New Encoding To Evolve Lego-like Structures / Alexandre Devert, Nicolas Bredeche, Marc Schoenauer -- Dynamic Scheduling With Genetic Programming / Domagoj Jakobović, Leo Budin -- Emergent Generality Of Adapted Locomotion Gaits Of Simulated Snake-like Robot / Ivan Tanev -- Evolving Crossover Operators For Function Optimization / Laura Dioşan, Mihai Oltean -- Genetic Programming, Validation Sets, And Parsimony Pressure / Christian Gagné [and Others] -- Geometric Crossover For Biological Sequences / Alberto Moraglio, Riccardo Poli, Rolv Seehuus -- Incentive Method To Handle Constraints In Evolutionary Algorithms With A Case Study / Edward Tsang, Nanlin Jin -- Iterative Filter Generation Using Genetic Programming / Marc Segond, Denis Robilliard, Cyril Fonlupt -- Iterative Prototype Optimisation With Evolved Improvement Steps / Jiri Kubalik, Jan Faigl -- Learning Recursive Functions With Object Oriented Genetic Programming / Alexandros Agapitos, Simon M. Lucas -- Negative Slope Coefficient : A Measure To Characterize Genetic Programming Fitness Landscapes / Leonardo Vanneschi [and Others] -- Population Clustering In Genetic Programming / Huayang Xie, Mengjie Zhang, Peter Andreae. Projecting Financial Data Using Genetic Programming In Classification And Regression Tasks / César Estébanez José M. Valls, Ricardo Aler -- Solving Sudoku With The Gauge System / Miguel Nicolau, Conor Ryan -- The Halting Probability In Von Neumann Architectures / W.b. Langdon, R. Poli -- Using Subtree Crossover Distance To Investigate Genetic Programming Dynamics / Leonardo Vanneschi, Steven Gustafson, Giancarlo Mauri -- Posters. Characterizing Diversity In Genetic Programming / Bart Wyns, Peter De Bruyne, Luc Boullart -- Complexity And Cartesian Genetic Programming / John R. Woodward -- Design Of Robust Communication Systems Using Genetic Algorithms / Chien-min Ou, Wen-jyi Hwang, Hung-chuan Yung -- Developmental Evaluation In Genetic Programming : The Preliminary Results / Robert Ian Mckay [and Others] -- Evolving Noisy Oscillatory Dynamics In Genetic Regulatory Networks / André Leier [and Others] -- Information-dependent Switching Of Identification Criteria In A Genetic Programming System For System Identification / Thomas Buchsbaum, Siegfried Vössner -- Invariance Of Function Complexity Under Primitive Recursive Functions / John R. Woodward -- On The Locality Of Grammatical Evolution / Franz Rothlauf, Marie Oetzel -- Optimizing The Initialization Of Dynamic Decision Heuristics In Dpll Sat Solvers Using Genetic Programming / Raihan H. Kibria, You Li -- P-cage : An Environment For Evolutionary Computation In Peer-to-peer Systems / Gianluigi Folino, Giandomenico Spezzano -- Positional Independence And Recombination In Cartesian Genetic Programming / Xinye Cai, Stephen L. Smith, Andy M. Tyrrell. Pierre Collet ... [et Al.], (eds.). Includes Bibliographical References. Also Issued Online. Front Matter....Pages - 802.11 De-authentication Attack Detection Using Genetic Programming....Pages 1-12 A Divide & Conquer Strategy for Improving Efficiency and Probability of Success in Genetic Programming....Pages 13-23 A Genetic Programming Approach to Solomonoff’s Probabilistic Induction....Pages 24-35 A Less Destructive, Context-Aware Crossover Operator for GP....Pages 36-48 AQUAGP: Approximate QUery Answers Using Genetic Programming....Pages 49-60 Blindbuilder: A New Encoding to Evolve Lego-Like Structures....Pages 61-72 Dynamic Scheduling with Genetic Programming....Pages 73-84 Emergent Generality of Adapted Locomotion Gaits of Simulated Snake-Like Robot....Pages 85-96 Evolving Crossover Operators for Function Optimization....Pages 97-108 Genetic Programming, Validation Sets, and Parsimony Pressure....Pages 109-120 Geometric Crossover for Biological Sequences....Pages 121-132 Incentive Method to Handle Constraints in Evolutionary Algorithms with a Case Study....Pages 133-144 Iterative Filter Generation Using Genetic Programming....Pages 145-153 Iterative Prototype Optimisation with Evolved Improvement Steps....Pages 154-165 Learning Recursive Functions with Object Oriented Genetic Programming....Pages 166-177 Negative Slope Coefficient: A Measure to Characterize Genetic Programming Fitness Landscapes....Pages 178-189 Population Clustering in Genetic Programming....Pages 190-201 Projecting Financial Data Using Genetic Programming in Classification and Regression Tasks....Pages 202-212 Solving Sudoku with the GAuGE System....Pages 213-224 The Halting Probability in Von Neumann Architectures....Pages 225-237 Using Subtree Crossover Distance to Investigate Genetic Programming Dynamics....Pages 238-249 Characterizing Diversity in Genetic Programming....Pages 250-259 Complexity and Cartesian Genetic Programming....Pages 260-269 Design of Robust Communication Systems Using Genetic Algorithms....Pages 270-279 Developmental Evaluation in Genetic Programming: The Preliminary Results....Pages 280-289 Evolving Noisy Oscillatory Dynamics in Genetic Regulatory Networks....Pages 290-299 Information-Dependent Switching of Identification Criteria in a Genetic Programming System for System Identification....Pages 300-309 Invariance of Function Complexity Under Primitive Recursive Functions....Pages 310-319 On the Locality of Grammatical Evolution....Pages 320-330 Optimizing the Initialization of Dynamic Decision Heuristics in DPLL SAT Solvers Using Genetic Programming....Pages 331-340 P-CAGE: An Environment for Evolutionary Computation in Peer-to-Peer Systems....Pages 341-350 Positional Independence and Recombination in Cartesian Genetic Programming....Pages 351-360 Back Matter....Pages - Genetic Programming: 4th European Conference, EuroGP 2001 Lake Como, Italy, April 18–20, 2001 Proceedings Author: Julian Miller, Marco Tomassini, Pier Luca Lanzi, Conor Ryan, Andrea G. B. Tettamanzi, William B. Langdon Published by Springer Berlin Heidelberg ISBN: 978-3-540-41899-3 DOI: 10.1007/3-540-45355-5 Table of Contents: Heuristic Learning Based on Genetic Programming Evolving Color Constancy for an Artificial Retina Adaptive Genetic Programming Applied to New and Existing Simple Regression Problems An Evolutionary Approach to Automatic Generation of VHDL Code for Low-Power Digital Filters Studying the Influence of Communication Topology and Migration on Distributed Genetic Programming CAGE: A Tool for Parallel Genetic Programming Applications Ripple Crossover in Genetic Programming Evolving Receiver Operating Characteristics for Data Fusion An Adaptive Mapping for Developmental Genetic Programming A Schema Theory Analysis of the Evolution of Size in Genetic Programming with Linear Representations Exact Schema Theorems for GP with One-Point and Standard Crossover Operating on Linear Structures and Their Application to the Study of the Evolution of Size General Schema Theory for Genetic Programming with Subtree-Swapping Crossover Evolving Modules in Genetic Programming by Subtree Encapsulation Evolution of Affine Transformations and Iterated Function Systems Using Hierarchical Evolution Strategy Evolving Turing Machines for Biosequence Recognition and Analysis Neutrality and the Evolvability of Boolean Function Landscape Polymorphism and Genetic Programming Programmable Smart Membranes: Using Genetic Programming to Evolve Scalable Distributed Controllers for a Novel Self-Reconfigurable Modular Robotic Application A GP Artificial Ant for image processing: preliminary experiments with EASEA. Feature Extraction for the k-Nearest Neighbour Classifier with Genetic Programming