Genetic Programming

7th European Conference, EuroGP 2004, Coimbra, Portugal, April 5-7, 2004, Proceedings

428 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

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.

• Reihe: Lecture Notes in Computer Science
• Themen: Informatik und Informationstechnologie Informatik Künstliche Intelligenz (KI)
• ISBN: 9783540213468
• Sprache: Englisch
• Erscheinungsdatum: 23.01.2004
• Größe: 235 x 155 mm
• Verlag: Springer
• Herausgegeben von: Simon M. Lucas, Una-May O'Reilly, Maarten Keijzer, Ernesto Costa, Terence Soule