Synopsis
This book contains thirty timely contributions in the emerging field of Computational Intelligence (CI) with reference to system control design and applications. The three basic constituents ofCI are neural networks (NNs). fuzzy logic (FL) I fuzzy reasoning (FR). and genetic algorithms (GAs). NNs mimic the distributed functioning of the human brain and consist of many. rather simple. building elements (called artificial neurons) which are controlled by adaptive parameters and are able to incorporate via learning the knowledge provided by the environment, and thus respond intelligently to new stimuli. Fuzzy logic (FL) provides the means to build systems that can reason linguistically under uncertainty like the human experts (common sense reasoning). Both NNs and FL I FR are among the most widely used tools for modeling unknown systems with nonlinear behavior. FL suits better when there is some kind of knowledge about the system. such as, for example, the linguistic information of a human expert. On the other hand. NNs possess unique learning and generalization capabilities that allow the user to construct very accurate models of nonlinear systems simply using input-output data. GAs offer an interesting set of generic tools for systematic random search optimization following the mechanisms of natural genetics. In hybrid Computational Intelligence - based systems these three tools (NNs, FL, GAs) are combined in several synergetic ways producing integrated tools with enhanced learning, generalization. universal approximation. reasoning and optimization abilities.
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Computational Intelligence in Systems and Control Design and Applications (Intelligent Systems, Control and Automation: Science and Engineering, 22)
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Computational Intelligence in Systems and Control Design and Applications
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Springer Netherlands, Springer Netherlands Nov 2001, 2001
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Taschenbuch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book contains thirty timely contributions in the emerging field of Computational Intelligence (CI) with reference to system control design and applications. The three basic constituents ofCI are neural networks (NNs). fuzzy logic (FL) I fuzzy reasoning (FR). and genetic algorithms (GAs). NNs mimic the distributed functioning of the human brain and consist of many. rather simple. building elements (called artificial neurons) which are controlled by adaptive parameters and are able to incorporate via learning the knowledge provided by the environment, and thus respond intelligently to new stimuli. Fuzzy logic (FL) provides the means to build systems that can reason linguistically under uncertainty like the human experts (common sense reasoning). Both NNs and FL I FR are among the most widely used tools for modeling unknown systems with nonlinear behavior. FL suits better when there is some kind of knowledge about the system. such as, for example, the linguistic information of a human expert. On the other hand. NNs possess unique learning and generalization capabilities that allow the user to construct very accurate models of nonlinear systems simply using input-output data. GAs offer an interesting set of generic tools for systematic random search optimization following the mechanisms of natural genetics. In hybrid Computational Intelligence - based systems these three tools (NNs, FL, GAs) are combined in several synergetic ways producing integrated tools with enhanced learning, generalization. universal approximation. reasoning and optimization abilities. 376 pp. Englisch. N° de réf. du vendeur 9781402003943
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Computational Intelligence in Systems and Control Design and Applications
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Kluwer Academic Publishers, 2001
ISBN 10 : 1402003943
ISBN 13 : 9781402003943
Neuf
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Etat : New. Editor(s): Tzafestas, S. G. Series: Intelligent Systems, Control and Automation: Science and Engineering. Num Pages: 376 pages, 24 black & white illustrations. BIC Classification: PBWX. Category: (G) General (US: Trade). Dimension: 235 x 155 x 19. Weight in Grams: 575. . 2001. Softcover reprint of the original 1st ed. 1999. Paperback. . . . . N° de réf. du vendeur V9781402003943
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Computational Intelligence in Systems and Control Design and Applications
Edité par
Springer Netherlands, 2001
ISBN 10 : 1402003943
ISBN 13 : 9781402003943
Neuf
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Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. This book contains thirty timely contributions in the emerging field of Computational Intelligence (CI) with reference to system control design and applications. The three basic constituents ofCI are neural networks (NNs). fuzzy logic (FL) I fuzzy reasoning. N° de réf. du vendeur 4091814
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Computational Intelligence in Systems and Control Design and Applications
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Computational Intelligence in Systems and Control Design and Applications
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Etat : New. Print on Demand pp. 376 24 Illus. N° de réf. du vendeur 95963964
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Computational Intelligence in Systems and Control Design and Applications
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Etat : New. PRINT ON DEMAND pp. 376. N° de réf. du vendeur 1897514729
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Computational Intelligence in Systems and Control Design and Applications (Intelligent Systems, Control and Automation: Science and Engineering)
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Paperback. Etat : Brand New. 376 pages. 9.21x6.14x0.77 inches. In Stock. N° de réf. du vendeur x-1402003943
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Computational Intelligence in Systems and Control Design and Applications
Edité par
Springer, Springer Nov 2001, 2001
ISBN 10 : 1402003943
ISBN 13 : 9781402003943
Neuf
Taschenbuch
Vendeur : buchversandmimpf2000, Emtmannsberg, BAYE, Allemagne
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Taschenbuch. Etat : Neu. This item is printed on demand - Print on Demand Titel. Neuware -This book contains thirty timely contributions in the emerging field of Computational Intelligence (CI) with reference to system control design and applications. The three basic constituents ofCI are neural networks (NNs). fuzzy logic (FL) I fuzzy reasoning (FR). and genetic algorithms (GAs). NNs mimic the distributed functioning of the human brain and consist of many. rather simple. building elements (called artificial neurons) which are controlled by adaptive parameters and are able to incorporate via learning the knowledge provided by the environment, and thus respond intelligently to new stimuli. Fuzzy logic (FL) provides the means to build systems that can reason linguistically under uncertainty like the human experts (common sense reasoning). Both NNs and FL I FR are among the most widely used tools for modeling unknown systems with nonlinear behavior. FL suits better when there is some kind of knowledge about the system. such as, for example, the linguistic information of a human expert. On the other hand. NNs possess unique learning and generalization capabilities that allow the user to construct very accurate models of nonlinear systems simply using input-output data. GAs offer an interesting set of generic tools for systematic random search optimization following the mechanisms of natural genetics. In hybrid Computational Intelligence - based systems these three tools (NNs, FL, GAs) are combined in several synergetic ways producing integrated tools with enhanced learning, generalization. universal approximation. reasoning and optimization abilities.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 376 pp. Englisch. N° de réf. du vendeur 9781402003943
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Computational Intelligence in Systems and Control Design and Applications
Edité par
Kluwer Academic Publishers, 2001
ISBN 10 : 1402003943
ISBN 13 : 9781402003943
Neuf
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Etat : New. Editor(s): Tzafestas, S. G. Series: Intelligent Systems, Control and Automation: Science and Engineering. Num Pages: 376 pages, 24 black & white illustrations. BIC Classification: PBWX. Category: (G) General (US: Trade). Dimension: 235 x 155 x 19. Weight in Grams: 575. . 2001. Softcover reprint of the original 1st ed. 1999. Paperback. . . . . Books ship from the US and Ireland. N° de réf. du vendeur V9781402003943
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