Genetic Programming: 12th European Conference, EuroGP 2009 Tübingen, Germany, April, 15-17, 2009 Proceedings / Edition 1

Genetic Programming: 12th European Conference, EuroGP 2009 Tübingen, Germany, April, 15-17, 2009 Proceedings / Edition 1

by Leonardo Vanneschi
     
 

The 12th European Conference on Genetic Programming, EuroGP 2009, took place in Tu ¨bingen, Germany during April 15–17 at one of the oldest univer- ties in Germany, the Eberhard Karls Universitat ¨ Tubing ¨ en. This volume c- tains manuscripts of the 21 oral presentations held during the day, and the nine posters that were presented during a… See more details below

Overview

The 12th European Conference on Genetic Programming, EuroGP 2009, took place in Tu ¨bingen, Germany during April 15–17 at one of the oldest univer- ties in Germany, the Eberhard Karls Universitat ¨ Tubing ¨ en. This volume c- tains manuscripts of the 21 oral presentations held during the day, and the nine posters that were presented during a dedicated evening session and reception. The topics covered in this volume re?ectthecurrentstateoftheartofgenetic programming, including representations, theory, operators and analysis, feature selection, generalization, coevolution, and numerous applications. A rigorous, double-blind peer-review process was used, with each submission reviewed by at least three members of the international ProgramCommittee. In total, 57 papers were submitted with an acceptance rate of 36% for full papers and an overall acceptance rate of 52% including posters. The MyReview m- agement software originally developed by Philippe Rigaux, Bertrand Chardon, and other colleagues from the Universi&tacute; e Paris-Sud Orsay, France was used for the reviewing process. We are sincerely grateful to Marc Schoenauer from IN- RIA, France for his continued assistance in hosting and managing the software. Paper review assigments were largely done by an optimization process matching paper keywords to keywords of expertise submitted by reviewers.

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Product Details

ISBN-13:
9783642011801
Publisher:
Springer Berlin Heidelberg
Publication date:
05/01/2009
Series:
Lecture Notes in Computer Science / Theoretical Computer Science and General Issues Series, #5481
Edition description:
2009
Pages:
363
Product dimensions:
6.10(w) x 9.30(h) x 0.90(d)

Table of Contents

Oral Presentations.- One-Class Genetic Programming.- Genetic Programming Based Approach for Synchronization with Parameter Mismatches in EEG.- Memory with Memory in Tree-Based Genetic Programming.- On Dynamical Genetic Programming: Random Boolean Networks in Learning Classifier Systems.- Why Coevolution Doesn’t “Work”: Superiority and Progress in Coevolution.- On Improving Generalisation in Genetic Programming.- Mining Evolving Learning Algorithms.- The Role of Population Size in Rate of Evolution in Genetic Programming.- Genetic Programming Crossover: Does It Cross over?.- Evolution of Search Algorithms Using Graph Structured Program Evolution.- Genetic Programming for Feature Subset Ranking in Binary Classification Problems.- Self Modifying Cartesian Genetic Programming: Fibonacci, Squares, Regression and Summing.- Automatic Creation of Taxonomies of Genetic Programming Systems.- Extending Operator Equalisation: Fitness Based Self Adaptive Length Distribution for Bloat Free GP.- Modeling Social Heterogeneity with Genetic Programming in an Artificial Double Auction Market.- Exploring Grammatical Evolution for Horse Gait Optimisation.- There Is a Free Lunch for Hyper-Heuristics, Genetic Programming and Computer Scientists.- Tree Based Differential Evolution.- A Rigorous Evaluation of Crossover and Mutation in Genetic Programming.- On Crossover Success Rate in Genetic Programming with Offspring Selection.- An Experimental Study on Fitness Distributions of Tree Shapes in GP with One-Point Crossover.- Posters.- Behavioural Diversity and Filtering in GP Navigation Problems.- A Real-Time Evolutionary Object Recognition System.- On the Effectiveness of Evolution Compared to Time-Consuming Full Search of Optimal 6-State Automata.- Semantic Aware Crossover for Genetic Programming: The Case for Real-Valued Function Regression.- Beneficial Preadaptation in the Evolution of a 2D Agent Control System with Genetic Programming.- Adaptation, Performance and Vapnik-Chervonenkis Dimension of Straight Line Programs.- A Statistical Learning Perspective of Genetic Programming.- Quantum Circuit Synthesis with Adaptive Parameters Control.- Comparison of CGP and Age-Layered CGP Performance in Image Operator Evolution.

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