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Neural Networks, Fuzzy Logic and Genetic Algorithms

WAS £12.00 £7.20

Product description

439pp. 2006. Good condition, sticker on cover, shelf wear, marks and folds to page edges and corners. CD Included.

This book provides comprehensive introduction to a consortium of technologies underlying soft computing, an evolving branch of computational intelligence. The constituent technologies discussed comprise neural networks, fuzzy logic, genetic algorithms, and a number of hybrid systems which include classes such as neuro-fuzzy, fuzzy-genetic, and neuro-genetic systems. The hybridisation of the technologies is demonstrated on architectures such as Fuzzy-Back-propagation Networks (NN-FL), Simplified Fuzzy ARTMAP (NN-FL), and Fuzzy Associative Memories. The book also gives an exhaustive discussion of FL-GA hybridisation.
Eachy architecture has been discussed in detail through illustrative examples and applications. The algorithms have been presented in pseudo-code with a step-by-step illustration of the same in problems. The applications, demonstrative of the potential of the architectures, have been chosen from diverse disciplines of science and engineering. 
This book with a wealth of information that is clearly presented and illustrated by many examples and applications is designed for use as a text for courses in soft computing at both the senior undergraduate and first-year post-graduate engineering levels. It should also be of interest to researchers and technologists desirous of applying soft computing technologies to their respective fields of work.Includes CD-ROM.

Item details

Author(s):
S. Rajasekaran, G. A. Vijayalakshmi Pai
Condition:
Used: good
Dimensions:
236x179
EAN-13:
9788120321861
Format:
Paperback
ISBN-10:
8120321861
ISBN-13:
9788120321861
Number of items:
1
Number of pages:
439
Publisher:
PHI Learning
Title:
Neural Networks, Fuzzy Logic and Genetic Algorithms

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About this item

439pp. 2006. Good condition, sticker on cover, shelf wear, marks and folds to page edges and corners. CD Included.

This book provides comprehensive introduction to a consortium of technologies underlying soft computing, an evolving branch of computational intelligence. The constituent technologies discussed comprise neural networks, fuzzy logic, genetic algorithms, and a number of hybrid systems which include classes such as neuro-fuzzy, fuzzy-genetic, and neuro-genetic systems. The hybridisation of the technologies is demonstrated on architectures such as Fuzzy-Back-propagation Networks (NN-FL), Simplified Fuzzy ARTMAP (NN-FL), and Fuzzy Associative Memories. The book also gives an exhaustive discussion of FL-GA hybridisation.
Eachy architecture has been discussed in detail through illustrative examples and applications. The algorithms have been presented in pseudo-code with a step-by-step illustration of the same in problems. The applications, demonstrative of the potential of the architectures, have been chosen from diverse disciplines of science and engineering. 
This book with a wealth of information that is clearly presented and illustrated by many examples and applications is designed for use as a text for courses in soft computing at both the senior undergraduate and first-year post-graduate engineering levels. It should also be of interest to researchers and technologists desirous of applying soft computing technologies to their respective fields of work.Includes CD-ROM.

Author(s):
S. Rajasekaran, G. A. Vijayalakshmi Pai
Condition:
Used: good
Dimensions:
236x179
EAN-13:
9788120321861
Format:
Paperback
ISBN-10:
8120321861
ISBN-13:
9788120321861
Number of items:
1
Number of pages:
439
Publisher:
PHI Learning
Title:
Neural Networks, Fuzzy Logic and Genetic Algorithms

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