عنوان
پدید آورنده
موضوع
رده
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
370910646X
(Number (ISBN
9783709106464
NATIONAL BIBLIOGRAPHY NUMBER
Number
b586351
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Artificial Neural Nets and Genetic Algorithms :
General Material Designation
[Book]
Other Title Information
Proceedings of the International Conference in Roanne, France, 2003
First Statement of Responsibility
edited by David W. Pearson, Nigel C. Steele, Rudolf F. Albrecht.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Vienna
Name of Publisher, Distributor, etc.
Springer Vienna
Date of Publication, Distribution, etc.
2003
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
(x, 266 pages 226 illustrations)
SERIES
Series Title
Springer computer science.
CONTENTS NOTE
Text of Note
From the Table of Contents: Neural Network Theory --; Neural Network Applications --; Genetic Algorithm and Evolutionary Computation Theory --; Genetic Algorithm and Evolutionary Computation Applications --; Fuzzy and Soft Computing Theory --; Fuzzy and Soft Computing Applications.
SUMMARY OR ABSTRACT
Text of Note
The papers in this volume present theoretical aspects and applications of artificial neural networks and genetic algorithms. Also included are papers on fuzzy logic, soft computing, and artificial intelligence. Fundamental issues are addressed, such as the nonlinear approximation capabilities of neural networks and formal methods of data representation with topological properties. New elements in genetic algorithms are presented, for example, crossover methods and gene representation. Papers on applications of neural networks show how successful these methods are in a wide range of fields like meteorological and atmospheric pollution forecasts, furnace control, and system identification. Genetic algorithms are used to solve optimization problems related to shipping and computer vision. Fuzzy-logic-based techniques are applied to sociodynamic models and hybrid neuro-fuzzy models.
TOPICAL NAME USED AS SUBJECT
Artificial intelligence.
Computer science.
Physics.
PERSONAL NAME - PRIMARY RESPONSIBILITY
edited by David W. Pearson, Nigel C. Steele, Rudolf F. Albrecht.
PERSONAL NAME - ALTERNATIVE RESPONSIBILITY
D W Pearson
N C Steele
Rudolf F Albrecht
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
