Proceedings of the First International Conference on Genetic Algorithms and their Applications

Herausgeber: Grefenstette, John J

• Broschiertes Buch

Produktbeschreibung

Computer solutions to many difficult problems in science and engineering require the use of automatic search methods that consider a large number of possible solutions to the given problems. This book describes recent advances in the theory and practice of one such search method, called Genetic Algorithms. Genetic algorithms are evolutionary search techniques based on principles derived from natural population genetics, and are currently being applied to a variety of difficult problems in science, engineering, and artificial intelligence.

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First Published in 1985. Routledge is an imprint of Taylor & Francis, an informa company.

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Hinweis: Dieser Artikel kann nur an eine deutsche Lieferadresse ausgeliefert werden.

Produktdetails

• Verlag: Taylor & Francis Ltd (Sales)
• Seitenzahl: 234
• Erscheinungstermin: 1. Juli 1985
• Englisch
• Abmessung: 276mm x 211mm x 12mm
• Gewicht: 540g
• ISBN-13: 9780805804263
• ISBN-10: 0805804269
• Artikelnr.: 33871539

Autorenporträt

Grefenstette, John J.

Inhaltsangabe

Contents: J.H. Holland
Properties of the Bucket Brigade. D.E. Goldberg
Genetic Algorithms and Rules Learning in Dynamic System Control. S.W. Wilson
Knowledge Growth in an Artificial Animal. S. Forrest
Implementing Semantic Network Structures Using the Classifier System. T.H. Westerdale
The Bucket Brigade is Not Genetic. L.A. Rendell
Genetic Plans and the Probabilistic Learning System: Synthesis and Results. J.D. Schaffer
Learning Multiclass Pattern Discrimination. L.B. Booker
Improving the Performance of Genetic Algorithms in Classifier Systems. J.D. Schaffer
Multiple Objective Optimization With Vector Evaluated Genetic Algorithms. J.E. Baker
Adaptive Selection Methods for Genetic Algorithms. J.J. Grefenstette
J.M. Fitzpatrick
Genetic Search With Approximate Function Evaluation. D.H. Ackley
A Connectionist Algorithm for Genetic Search. L. Davis
Job Shop Scheduling With Genetic Algorithms. M.P. Fourman
Compaction of Symbolic Layout Using Genetic Algorithms. D.E. Goldberg
R. Lingle
Jr.
Alleles
Loci
and the Traveling Salesman Problem. J.J. Grefenstette
R. Gopal
B.J. Rosmaita
D. Van Gucht
Genetic Algorithms for the Traveling Salesman Problem. K.A. De Jong
Genetic Algorithms: A 10 Year Perspective. H. Zhou
Classifier Systems With Long Term Memory. N.L. Cramer
A Representation for the Adaptive Generation of Simple Sequential Programs. S.W. Wilson
Adaptive `Cortical' Pattern Recognition. A.C. Englander
Machine Learning of Visual Recognition Using Genetic Algorithms. D. Smith
Bin Packing With Adaptive Search. C.G. Shaefer
Directed Trees Method for Fitting a Potential Function.