Genetic Programming

5th European Conference, EuroGP 2002, Kinsale, Ireland, April 3-5, 2002. Proceedings

Häftad, Engelska, 2002

Av James A. Foster, Evelyne Lutton, Julian F. Miller, Conor Ryan, Andra G.B. Tezzamanzi, Andra G. B. Tezzamanzi

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This book constitutes the refereed proceedings of the 5th European Conference on Genetic Programming, EuroGP 2002, held in Kinsale, Ireland, in April 2002. The 18 revised full papers and 14 posters presented were carefully reviewed and selected from 42 submissions. All current aspects of genetic programming and genetic algorithms are addressed, ranging from theoretical and foundational issues to applications in a variety of fields.

Produktinformation

Utgivningsdatum2002-03-20
Mått155 x 233 x 20 mm
Vikt540 g
FormatHäftad
SpråkEngelska
SerieLecture Notes in Computer Science
Antal sidor340
Upplaga2002
FörlagSpringer-Verlag Berlin and Heidelberg GmbH & Co. KG
ISBN9783540433781

Tillhör följande kategorier

Talks.- A Pipelined Hardware Implementation of Genetic Programming Using FPGAs and Handel-C.- Finding Needles in Haystacks Is Not Hard with Neutrality.- Routine Duplication of Post-2000 Patented Inventions by Means of Genetic Programming.- Explicit Control of Diversity and Effective Variation Distance in Linear Genetic Programming.- Discovery of the Boolean Functions to the Best Density-Classification Rules Using Gene Expression Programming.- Combining Decision Trees and Neural Networks for Drug Discovery.- Evolving Fuzzy Decision Trees with Genetic Programming and Clustering.- Linear-Graph GP - A New GP Structure.- Parallel Surface Reconstruction.- Evolving Classifiers to Model the Relationship between Strategy and Corporate Performance Using Grammatical Evolution.- A New View on Symbolic Regression.- Grammatical Evolution Rules: The Mod and the Bucket Rule.- No Coercion and No Prohibition, a Position Independent Encoding Scheme for Evolutionary Algorithms – The Chorus System.- Exons and Code Growth in Genetic Programming.- Uniform Subtree Mutation.- Maintaining the Diversity of Genetic Programs.- N-Version Genetic Programming via Fault Masking.- An Analysis of Koza’s Computational Effort Statistic for Genetic Programming.- Posters.- Genetic Control Applied to Asset Managements.- Evolutionary Algorithm Approach to Bilateral Negotiations.- Allele Diffusion in Linear Genetic Programming and Variable-Length Genetic Algorithms with Subtree Crossover.- Some Experimental Results with Tree Adjunct Grammar Guided Genetic Programming.- A Puzzle to Challenge Genetic Programming.- Transformation of Equational Specification by Means of Genetic Programming.- Automatic Generation of Control Programs for Walking Robots Using Genetic Programming.- An Investigation into the Use ofDifferent Search Strategies with Grammatical Evolution.- Genetic Algorithms Using Grammatical Evolution.- A Brute-Force Approac to Automatic Induction of Machine Code on CISC Architectures.- Deriving Genetic Programming Fitness Properties by Static Analysis.- New Results on Fuzzy Regression by Using Genetic Programming.- Coevolution Produces an Arms Race among Virtual Plants.- Comparing Synchronous and Asynchronous Parallel and Distributed Genetic Programming Models.