Kartalopoulos S Understanding Neural Networks and Fuzzy Logic 1996
General:
Name: Kartalopoulos S Understanding Neural Networks and Fuzzy Logic 1996
Format: pdf
Size: 26.49 MB
Book:
Title: Understanding neural networks and fuzzy logic : basic concepts and applications
Author: Kartalopoulos, Stamatios V
Language: polski
Year: 2003
Subjects: Computers, Science & Technology, Engineering, Technology, Artificial Intelligence (AI), Robotics & Artificial Intelligence, Mathematics, Computer Programming, Artificial Intelligence – General, Logic & Foundations of Mathematics, Programming – General & Miscellaneous
Publisher: PHI Learning
ISBN: 9788120321861
Total pages: 235
Description:
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.
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