Computational intelligence and its applications: evolutionary computation, fuzzy logic, neural network and support vector machine techniques
Gespeichert in:
| Format: | Elektronisch E-Book |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
London, UK
Imperial College Press
2012
|
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Beschreibung: | Includes bibliographical references and index Evolutionary computation and its applications. 1. Maximal margin algorithms for pose estimation / Ying Guo and Jiaming Li. 2. Polynomial modeling in a dynamic environment based on a particle swarm optimization / Kit Yan Chan and Tharam S. Dillon. 3. Restoration of half-toned color-quantized images using particle swarm optimization with multi-wavelet mutation / Frank H.F. Leung, Benny C.W. Yeung and Y.H. Chan -- Fuzzy logics and their applications. 4. Hypoglycemia detection for insulin-dependent diabetes mellitus: evolved fuzzy inference system approach / S.H. Ling, P.P. San and H.T. Nguyen -- Neural networks and their applications. 5. Study of limit cycle behavior of weights of perceptron / C.Y.F. Ho and B.W.K. Ling. 6. Artificial neural network modeling with application to nonlinear dynamics / Yi Zhao. 7. Solving Eigen-problems of matrices by neural networks / Yiguang Liu [and others]. 8. Automated screw insertion monitoring using neural networks: a computational intelligence approach to assembly in manufacturing / Bruno Lara, Lakmal D. Seneviratne and Kaspar Althoefer -- Support vector machines and their applications. 9. On the applications of heart disease risk classification and hand-written character recognition using support vector machines / S.R. Alty, H.K. Lam and J. Prada. 10. Nonlinear modeling using support vector machine for heart rate response to exercise / Weidong Chen [and others]. 11. Machine learning-based nonlinear model predictive control for heart rate response to exercise / Yi Zhang [and others]. 12. Intelligent fault detection and isolation of HVAC system based on online support vector machine / Davood Dehestani [and others] This book focuses on computational intelligence techniques and their applications - fast-growing and promising research topics that have drawn a great deal of attention from researchers over the years. It brings together many different aspects of the current research on intelligence technologies such as neural networks, support vector machines, fuzzy logic and evolutionary computation, and covers a wide range of applications from pattern recognition and system modeling, to intelligent control problems and biomedical applications. Fundamental concepts and essential analysis of various computational techniques are presented to offer a systematic and effective tool for better treatment of different applications, and simulation and experimental results are included to illustrate the design procedure and the effectiveness of the approaches |
| Beschreibung: | 1 Online-Ressource (x, 307 pages) |
| ISBN: | 9781848166929 1848166923 9781848166912 1848166915 |
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| 500 | |a This book focuses on computational intelligence techniques and their applications - fast-growing and promising research topics that have drawn a great deal of attention from researchers over the years. It brings together many different aspects of the current research on intelligence technologies such as neural networks, support vector machines, fuzzy logic and evolutionary computation, and covers a wide range of applications from pattern recognition and system modeling, to intelligent control problems and biomedical applications. Fundamental concepts and essential analysis of various computational techniques are presented to offer a systematic and effective tool for better treatment of different applications, and simulation and experimental results are included to illustrate the design procedure and the effectiveness of the approaches | ||
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Datensatz im Suchindex
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| isbn | 9781848166929 1848166923 9781848166912 1848166915 |
| language | English |
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| spelling | Computational intelligence and its applications evolutionary computation, fuzzy logic, neural network and support vector machine techniques editors H.K. Lam, S.H. Ling, H.T. Nguyen London, UK Imperial College Press 2012 1 Online-Ressource (x, 307 pages) txt rdacontent c rdamedia cr rdacarrier Includes bibliographical references and index Evolutionary computation and its applications. 1. Maximal margin algorithms for pose estimation / Ying Guo and Jiaming Li. 2. Polynomial modeling in a dynamic environment based on a particle swarm optimization / Kit Yan Chan and Tharam S. Dillon. 3. Restoration of half-toned color-quantized images using particle swarm optimization with multi-wavelet mutation / Frank H.F. Leung, Benny C.W. Yeung and Y.H. Chan -- Fuzzy logics and their applications. 4. Hypoglycemia detection for insulin-dependent diabetes mellitus: evolved fuzzy inference system approach / S.H. Ling, P.P. San and H.T. Nguyen -- Neural networks and their applications. 5. Study of limit cycle behavior of weights of perceptron / C.Y.F. Ho and B.W.K. Ling. 6. Artificial neural network modeling with application to nonlinear dynamics / Yi Zhao. 7. Solving Eigen-problems of matrices by neural networks / Yiguang Liu [and others]. 8. Automated screw insertion monitoring using neural networks: a computational intelligence approach to assembly in manufacturing / Bruno Lara, Lakmal D. Seneviratne and Kaspar Althoefer -- Support vector machines and their applications. 9. On the applications of heart disease risk classification and hand-written character recognition using support vector machines / S.R. Alty, H.K. Lam and J. Prada. 10. Nonlinear modeling using support vector machine for heart rate response to exercise / Weidong Chen [and others]. 11. Machine learning-based nonlinear model predictive control for heart rate response to exercise / Yi Zhang [and others]. 12. Intelligent fault detection and isolation of HVAC system based on online support vector machine / Davood Dehestani [and others] This book focuses on computational intelligence techniques and their applications - fast-growing and promising research topics that have drawn a great deal of attention from researchers over the years. It brings together many different aspects of the current research on intelligence technologies such as neural networks, support vector machines, fuzzy logic and evolutionary computation, and covers a wide range of applications from pattern recognition and system modeling, to intelligent control problems and biomedical applications. Fundamental concepts and essential analysis of various computational techniques are presented to offer a systematic and effective tool for better treatment of different applications, and simulation and experimental results are included to illustrate the design procedure and the effectiveness of the approaches COMPUTERS / Enterprise Applications / Business Intelligence Tools bisacsh COMPUTERS / Intelligence (AI) & Semantics bisacsh Artificial intelligence fast Computational intelligence fast Künstliche Intelligenz Computational intelligence Artificial intelligence Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf Soft Computing (DE-588)4455833-8 gnd rswk-swf Künstliche Intelligenz (DE-588)4033447-8 s Soft Computing (DE-588)4455833-8 s 1\p DE-604 Lam, H. K. Sonstige oth Ling, San Sonstige oth Nguyen, Hung T. Sonstige oth http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=478656 Aggregator Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Computational intelligence and its applications evolutionary computation, fuzzy logic, neural network and support vector machine techniques COMPUTERS / Enterprise Applications / Business Intelligence Tools bisacsh COMPUTERS / Intelligence (AI) & Semantics bisacsh Artificial intelligence fast Computational intelligence fast Künstliche Intelligenz Computational intelligence Artificial intelligence Künstliche Intelligenz (DE-588)4033447-8 gnd Soft Computing (DE-588)4455833-8 gnd |
| subject_GND | (DE-588)4033447-8 (DE-588)4455833-8 |
| title | Computational intelligence and its applications evolutionary computation, fuzzy logic, neural network and support vector machine techniques |
| title_auth | Computational intelligence and its applications evolutionary computation, fuzzy logic, neural network and support vector machine techniques |
| title_exact_search | Computational intelligence and its applications evolutionary computation, fuzzy logic, neural network and support vector machine techniques |
| title_full | Computational intelligence and its applications evolutionary computation, fuzzy logic, neural network and support vector machine techniques editors H.K. Lam, S.H. Ling, H.T. Nguyen |
| title_fullStr | Computational intelligence and its applications evolutionary computation, fuzzy logic, neural network and support vector machine techniques editors H.K. Lam, S.H. Ling, H.T. Nguyen |
| title_full_unstemmed | Computational intelligence and its applications evolutionary computation, fuzzy logic, neural network and support vector machine techniques editors H.K. Lam, S.H. Ling, H.T. Nguyen |
| title_short | Computational intelligence and its applications |
| title_sort | computational intelligence and its applications evolutionary computation fuzzy logic neural network and support vector machine techniques |
| title_sub | evolutionary computation, fuzzy logic, neural network and support vector machine techniques |
| topic | COMPUTERS / Enterprise Applications / Business Intelligence Tools bisacsh COMPUTERS / Intelligence (AI) & Semantics bisacsh Artificial intelligence fast Computational intelligence fast Künstliche Intelligenz Computational intelligence Artificial intelligence Künstliche Intelligenz (DE-588)4033447-8 gnd Soft Computing (DE-588)4455833-8 gnd |
| topic_facet | COMPUTERS / Enterprise Applications / Business Intelligence Tools COMPUTERS / Intelligence (AI) & Semantics Artificial intelligence Computational intelligence Künstliche Intelligenz Soft Computing |
| url | http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=478656 |
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