Genetic Programming

First European Workshop, EuroGP'98, Paris, France, April 14-15, 1998, Proceedings

By: Wolfgang Banzhaf (Editor), Riccardo Poli (Editor), Marc Schoenauer (Editor)

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Paperback | 25 March 1998

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248 Pages

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This book constitutes the refereed proceedings of the First European Workshop on Genetic Programming, EuroGP'98, held in Paris, France, in April 1998, under the sponsorship of EvoNet, the European Network of Excellence in Evolutionary Computing.
The volume presents 12 revised full papers and 10 short presentations carefully selected for inclusion in the book. The papers are organized in topical sections on experimental and theoretical studies; algorithms, representations and operators; and applications.

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Non-Fiction Computing & I.T.Computer Science Artificial Intelligence Computer Vision Computer Programming & Software Development Software Engineering Science Biology, Life Sciences

A Review of Theoretical and Experimental Results on Schemata in Genetic Programming	p. 1
Where Does the Good Stuff Go, and Why? How Contextual Semantics Influences Program Structure in Simple Genetic Programming	p. 16
Fitness Causes Bloat: Mutation	p. 37
Concepts of Inductive Genetic Programming	p. 49
Immediate Transfer of Global Improvements to All Individuals in a Population Compared to Automatically Defined Functions for the EVEN-5,6-PARITY Problems	p. 60
Non-destructive Depth-Dependent Crossover for Genetic Programming	p. 71
Grammatical Evolution: Evolving Programs for an Arbitrary Language	p. 83
Genetic Programming Bloat with Dynamic Fitness	p. 97
Speech Sound Discrimination with Genetic Programming	p. 113
Efficient Evolution of Asymmetric Recurrent Neural Networks Using a PDGP-inspired Two-Dimensional Representation	p. 130
A Cellular-Programming Approach to Pattern Classification	p. 142
Evolving Coupled Map Lattices for Computation	p. 151
Genetic Programming for Automatic Design of Self-Adaptive Robots	p. 163
Genetic Modelling of Customer Retention	p. 178
An Evolutionary Hybrid Metaheuristic for Solving the Vehicle Routing Problem with Heterogeneous Fleet	p. 187
Building a Genetic Programming Framework: The Added-Value of Design Patterns	p. 196
Evolutionary Computation and the Tinkerer's Evolving Toolbox	p. 209
A Dynamic Lattice to Evolve Hierarchically Shared Subroutines	p. 220
Table of Contents provided by Blackwell. All Rights Reserved.

Genetic Programming

First European Workshop, EuroGP'98, Paris, France, April 14-15, 1998, Proceedings

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Paperback

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