Neural networks, fuzzy logic, and genetic algorithms synthesis and applications
"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 incl...
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| Format: | Book |
| Language: | English |
| Published: |
New Delhi
PHI Learning Private Ltd.
2011
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| Edition: | Eastern economy ed. |
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MARC
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| 008 | 130513s2011 ii a bi 000 0 eng d | ||
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| 040 | |a UPNM | ||
| 090 | |a QA 76.9 .S63 |b .R35 2011 | ||
| 100 | 1 | |a Rajashekaran, S. | |
| 245 | 1 | 0 | |a Neural networks, fuzzy logic, and genetic algorithms |b synthesis and applications |c S. Rajasekaran, G.A. Vijayalakshmi Pai |
| 250 | |a Eastern economy ed. | ||
| 260 | |a New Delhi |b PHI Learning Private Ltd. |c 2011 | ||
| 300 | |a xvi, 439 p. |b ill. |c 24 cm |e 1 CD-ROM (4 3/4 in.) | ||
| 500 | |a Book is accompanied by 1 CD ROM bearing the same call number and available at circulation counter | ||
| 504 | |a Includes bibliographical references and index | ||
| 520 | |a "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." | ||
| 592 | |a 00012154 |b 27/06/2013 |c RM108.00 |h PVK | ||
| 650 | 0 | |a Soft computing | |
| 650 | 0 | |a Neural networks (Computer science) | |
| 650 | 0 | |a Fuzzy logic | |
| 650 | 0 | |a Genetic algorithms | |
| 700 | 1 | |a Pai, G. A. Vijayalakshmi | |
| 999 | |a vtls000048938 |c 48360 |d 48360 | ||