Genetic Programming: 7th European Conference, Eurogp 2004, Coimbra, Portugal, April 5-7, 2004, Proceedings

ISBN-13: 9783540213468 / Angielski / Miękka / 2004 / 412 str.

Maarten Keijzer; Una-May O'Reilly; Simon M. Lucas

Opis

This book constitutes the refereed proceedings of the 7th European Conference on Genetic Programming, EuroGP 2004, held in Coimbra, Portugal, in April 2004. The 38 revised papers presented were carefully reviewed and selected from 61 submissions. The papers deal with a variety of foundational and methodological issues as well as with advanced applications in areas like engineering, computer science, language understanding, bioinformatics, and design.

Spis treści

Papers.- Evaluation of Chess Position by Modular Neural Network Generated by Genetic Algorithm.- Coevolution of Algorithms and Deterministic Solution of Equations in Free Groups.- Designing Optimal Combinational Digital Circuits Using a Multiple Logic Unit Processor.- A Data Structure for Improved GP Analysis via Efficient Computation and Visualisation of Population Measures.- Boosting Technique for Combining Cellular GP Classifiers.- Co-evolving Faults to Improve the Fault Tolerance of Sorting Networks.- Toward an Alternative Comparison between Different Genetic Programming Systems.- Lymphoma Cancer Classification Using Genetic Programming with SNR Features.- A Practical Approach to Evolving Concurrent Programs.- Evolutionary Induction of Grammar Systems for Multi-agent Cooperation.- Genetic Programming Applied to Mixed Integer Programming.- Efficient Crossover in the GAuGE System.- Grammatical Evolution by Grammatical Evolution: The Evolution of Grammar and Genetic Code.- Constrained Molecular Dynamics as a Search and Optimization Tool.- On the Performance of Genetic Operators and the Random Key Representation.- Analysis of GP Improvement Techniques over the Real-World Inverse Problem of Ocean Color.- Evolution and Acquisition of Modules in Cartesian Genetic Programming.- How to Choose Appropriate Function Sets for Gentic Programming.- Improving Grammar-Based Evolutionary Algorithms via Attributed Derivation Trees.- Posters.- Evolved Matrix Operations for Post-processing Protein Secondary Structure Predictions.- Genetic Programming for Natural Language Parsing.- Comparing Hybrid Systems to Design and Optimize Artificial Neural Networks.- An Evolutionary Algorithm for the Input-Output Block Assignment Problem.- Genetic Programming for Subjective Fitness Function Identification.- Saving Effort in Parallel GP by Means of Plagues.- Sampling of Unique Structures and Behaviours in Genetic Programming.- The Evolution of Concurrent Control Software Using Genetic Programming.- Extending Grammatical Evolution to Evolve Digital Surfaces with Genr8.- Evolving Text Classifiers with Genetic Programming.- Automatic Synthesis of Instruction Decode Logic by Genetic Programming.- Alternatives in Subtree Caching for Genetic Programming.- Structural Risk Minimization on Decision Trees Using an Evolutionary Multiobjective Optimization.- Global Distributed Evolution of L-Systems Fractals.- Reusing Code in Genetic Programming.- Exploiting Reflection in Object Oriented Genetic Programming.- Evolutionary Feature Construction Using Information Gain and Gini Index.- On the Evolution of Evolutionary Algorithms.- Genetic Programming with Gradient Descent Search for Multiclass Object Classification.