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Soft Computing
Caponetto, R.; Fortuna, L.; Rizzotto, G.; Lavorgna, M.; Nunnari, G.; Xibilia, M.G.
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Description for Soft Computing
Paperback. Artificial intelligence methods for modelling and control of complex systems, like neural networks, fuzzy logic and probabilistic reasoning have drawn the interest of researchers and engineers. This book presents an understanding of the cellular neural network that has been successfully applied to the solution of many heavy computation problems. Series: Advanced Textbooks in Control and Signal Processing. Num Pages: 279 pages, 58 black & white illustrations, biography. BIC Classification: UYQ. Category: (P) Professional & Vocational. Dimension: 235 x 155 x 14. Weight in Grams: 397.
In the last decade new artificial intelligence methods for the modelling and control of complex systems, namely neural networks, fuzzy logic and probabilistic reasoning have drawn the interest of researchers and engineers. Recently, the advantages achievable by using combinations of these methods, which have independent origin and evolution, have been pointed out, generating a new paradigm which is now termed "soft-computing". This new methodology subsumes the capabilities of neural networks for modelling non-linear systems and for solving classification problems, the power of fuzzy-logic to represent approximate or heuristic reasoning and the large capabilities of evolutionary computation for problem optimisation. The ... Read more
In the last decade new artificial intelligence methods for the modelling and control of complex systems, namely neural networks, fuzzy logic and probabilistic reasoning have drawn the interest of researchers and engineers. Recently, the advantages achievable by using combinations of these methods, which have independent origin and evolution, have been pointed out, generating a new paradigm which is now termed "soft-computing". This new methodology subsumes the capabilities of neural networks for modelling non-linear systems and for solving classification problems, the power of fuzzy-logic to represent approximate or heuristic reasoning and the large capabilities of evolutionary computation for problem optimisation. The ... Read more
Product Details
Format
Paperback
Publication date
2001
Publisher
Springer London Ltd United Kingdom
Number of pages
279
Condition
New
Series
Advanced Textbooks in Control and Signal Processing
Number of Pages
267
Place of Publication
England, United Kingdom
ISBN
9781852333089
SKU
V9781852333089
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
Reviews for Soft Computing
From the reviews: "The coverage is concise but complete...Overall, the treatment is comprehensive, with a good balance of the fundamental concepts, the hybrid systems, and applications. The text contains a number of mathematical forumlas, but they are not overbearing. Flowcharts and sample results are helpful for illustrating the underlying concepts. For readers new to the field, this is ... Read more