Evolutionary Computing : AISB Workshop, Brighton, U.K., April 1 - 2, 1996. Selected Papers. 1st ed. 1996

種類:

電子ブック

責任表示:

edited by Terence C. Fogarty

出版情報:

Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 1996

著者名:

• Fogarty, Terence C.
• SpringerLink (Online service)

シリーズ名:

Lecture Notes in Computer Science ; 1143

ISBN:

9783540706717 [3540706712]    

注記:

Fast evolutionary learning of minimal radial basis function neural networks using a genetic algorithm -- Evolutionary design of synthetic routes in chemistry -- A genetic algorithm for job-shop problems with various schedule quality criteria -- Two applications of genetic algorithms to component design -- Characterizing signal behaviour using genetic programming -- Spatial reasoning with genetic algorithms an application in planning of safe Liquid Petroleum Gas sites -- Restricted evaluation genetic algorithms with Tabu search for optimising Boolean functions as multi-level AND-EXOR networks -- Generation of structured process models using Genetic Programming -- Genetic Programming for feature detection and image segmentation -- A temporal view of selection and populations -- Evolving software test data — GA's learn self expression -- Efficient Evolution Strategies for Exploration in mobile robotics -- Learning the “next” dimension -- Global selection methods for massively parallel computers -- Investigating
This book contains a selection of papers presented at a workshop on evolutionary computing sponsored by the Society for the Study of Artificial Intelligence and Simulation of Behaviour, AISB, at the University of Sussex in Brighton, UK, in April 1996. The 22 revised full papers included in the book, together with one invited contribution, were carefully reviewed by the program committee. Twelve contributions investigate applications of evolutionary computing in various areas, such as learning, scheduling, searching, genetic programming, image processing, and robotics. Eleven papers are devoted to evolutionary computing theory and techniques.

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