Genetic Programming

European Conference, EuroGP 2000 Edinburgh, Scotland, UK, April 15-16, 2000 Proceedings

Häftad, Engelska, 2000

Av Riccardo Poli, Wolfgang Banzhaf, William B. Langdon, Julian F. Miller, Peter Nordin, Terence C. Fogarty

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This book constitutes the refereed proceedings of the Third European Conference on Genetic Programming, EuroGP 2000, held in Scotland, UK, in April 2000. The 14 revised full papers presented together with 13 short papers were carefully reviewed and selected from a total of 39 submissions. All relevant aspects of genetic programming are addressed, ranging from theoretical and foundational issues to applications in a variety of fields such as automatic design, pattern recognition, robotic control, music and image processing, and symbolic regression.

Produktinformation

Utgivningsdatum2000-03-29
Mått155 x 235 x 21 mm
Vikt569 g
FormatHäftad
SpråkEngelska
SerieLecture Notes in Computer Science
Antal sidor361
Upplaga2000
FörlagSpringer-Verlag Berlin and Heidelberg GmbH & Co. KG
ISBN9783540673392

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Talks.- On the Impact of the Representation on Fitness Landscapes.- The Legion System: A Novel Approach to Evolving Heterogeneity for Collective Problem Solving.- Metric Based Evolutionary Algorithms.- Register Based Genetic Programming on FPGA Computing Platforms.- An Extrinsic Function-Level Evolvable Hardware Approach.- Genetic Programming, Ensemble Methods and the Bias/Variance Tradeoff – Introductory Investigations.- Evolution of a Controller with a Free Variable Using Genetic Programming.- Genetic Programming for Service Creation in Intelligent Networks.- Cartesian Genetic Programming.- Some Probabilistic Modelling Ideas for Boolean Classification in Genetic Programming.- Crossover in Grammatical Evolution: A Smooth Operator?.- Hyperschema Theory for GP with One-Point Crossover, Building Blocks, and Some New Results in GA Theory.- Use of Genetic Programming in the Identification of Rational Model Structures.- Grammatical Retina Description with Enhanced Methods.- Posters.- Intraspecific Evolution of Learning by Genetic Programming.- An Evolutionary Approach to Multiperiod Asset Allocation.- Acquiring Textual Relations Automatically on the Web Using Genetic Programming.- Application of Genetic Programming to Induction of Linear Classification Trees.- A Metric for Genetic Programs and Fitness Sharing.- Using Factorial Experiments to Evaluate the Effect of Genetic Programming Parameters.- Experimental Study of Multipopulation Parallel Genetic Programming.- Genetic Programming and Simulated Annealing: A Hybrid Method to Evolve Decision Trees.- Seeding Genetic Programming Populations.- Distributed Java Bytecode Genetic Programming with Telecom Applications.- Fighting Program Bloat with the Fractal Complexity Measure.- Paragen – The First Results.- Multi-robotCooperation and Competition with Genetic Programming.