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Author:   Riccardo Poli ,  Peter Nordin ,  William B. Langdon ,  Terence C. Fogarty
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Imprint:   Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Edition:   1999 ed.
Volume:   1598
Dimensions:   Width: 15.50cm , Height: 1.50cm , Length: 23.50cm
Weight:   0.940kg
ISBN:  

9783540658993

ISBN 10:   3540658998
Pages:   290
Publication Date:   12 May 1999
Audience:   College/higher education ,  Professional and scholarly ,  Postgraduate, Research & Scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print  
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Table of Contents

Representations.- Boolean Functions Fitness Spaces.- Meta-Evolution in Graph GP.- Busy Beaver - The Influence of Representation.- Algorithms and Operators.- Mutation in Genetic Programming: A Preliminary Study.- A Comparison of Darwinian and Lamarckian Inheritance Schemes.- Sub-machine-code GP: New Results and Extensions.- Evolving Multi-line Compilable C Programs.- Applications.- Genetic Programming as a Darwinian Invention Machine.- Genetic Programming of a Goal-Keeper Control Strategy for the RoboCup Middle Size Competition.- Genetic Programming Discovers Efficient Learning Rules for the Hidden and Output Layers of Feedforward Neural Networks.- Evolution of Ship Detectors for Satellite SAR Imagery.- Automatic Generation of Affine IFS and Strongly Typed Genetic Programming.- Posters.- Reactive and Memory-Based Genetic Programming for Robot Control.- Distributed and Persistent Evolutionary Algorithms: A Design Pattern.- Evolving an Environment Model for Robot Localization.- Adapting the Fitness Function in GP for Data Mining.- Evolving Fuzzy Rule Based Classifiers with GA-P: A Grammatical Approach.- Evolving Neural Network Structures by Means of Genetic Programming.- Genetic Reasoning: Evolutionary Induction of Mathematical Proofs.- How to Invent Functions.- Automatic Parallelization of Arbitrary Programs.- Evolving Controllers for Autonomous Agents Using Genetically Programmed Networks.- Concurrent Genetic Programming, Tartarus and Dancing Agents.

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