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NEURAL NETWORKS, FUZZY LOGIC, AND GENETIC ALGORITHMS : SYNTHESIS AND APPLICATIONS (WITH CD-ROM)

	Neural Networks, Fuzzy Logic, And Genetic Algorithms : Synthesis And Applications (With Cd-Rom) by Rajasekaran, S., Pai, G. A. Vijayalakshmi
	Price : Rs 350.00
	Your Price : Rs 297.50

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 hybridization 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 hybridization.

Every 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.isbn-9788120321861

Pages : 456