Neural adaptive control technology:
Gespeichert in:
| Format: | Elektronisch E-Book |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Singapore
World Scientific
©1996
|
| Schriftenreihe: | World Scientific series in robotics and intelligent systems
vol. 15 |
| Schlagworte: | |
| Online-Zugang: | FAW01 FAW02 Volltext |
| Beschreibung: | Includes bibliographical references and index Part I. Neural adaptive control technology. -- - Discrete-time neural model structures for continuous nonlinear systems: fundamental properties and control aspects - J.C. Kalkkuhl and K.J. Hunt -- - Continuous-time local model networks - P.J. Gawthrop -- - Nonuniform sampling approach to control systems modelling with feedforward neural networks - R. Zbikowski and A. Dzielinski - Part II. Nonlinear control fundamentals for neural networks. -- - Geometric methods in nonlinear control theory: a survey - W. Respondek -- - Local reachability, local controllability and the observability of a class of 2-D bilinear systems - T. Kaczorek -- - Stable adaptive control of a general class of non-linear systems - T.A. Johansen and M.M. Polycarpou - Part III. Neural techniques and applications. -- - Robust adaptive neurocontrol of MIMO continuous-time processes based on the e1-modification scheme - J.-M. Renders and M. Saerens -- - Black-box modeling with state-space neural networks - I. Rivals and L. Personnaz -- - An Approach to intelligent identification and control of nonlinear dynamical systems - D.A. Sofge and D.L. Elliott -- - How to adapt in neurocontrol: a decision for CMAC - W.S. Mischo -- - The Equivalence of spline models and fuzzy logic applied to model construction and interpretation - G.T. Lines and T. Kavli This book is an outgrowth of the workshop on Neural Adaptive Control Technology, NACT I, held in 1995 in Glasgow. Selected workshop participants were asked to substantially expand and revise their contributions to make them into full papers. The workshop was organised in connection with a three-year European Union funded Basic Research Project in the ESPRIT framework, called NACT, a collaboration between Daimler-Benz (Germany) and the University of Glasgow (Scotland). A major aim of the NACT project is to develop a systematic engineering procedure for designing neural controllers for nonlinear dynamic systems. The techniques developed are being evaluated on concrete industrial problems from Daimler-Benz. In the book emphasis is put on development of sound theory of neural adaptive control for nonlinear control systems, but firmly anchored in the engineering context of industrial practice. Therefore the contributors are both renowned academics and practitioners from major industrial users of neurocontrol |
| Beschreibung: | 1 Online-Ressource (viii, 347 pages) |
| ISBN: | 1283635879 9781283635875 9789810225575 9789812830388 9810225571 9812830383 |
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| 500 | |a This book is an outgrowth of the workshop on Neural Adaptive Control Technology, NACT I, held in 1995 in Glasgow. Selected workshop participants were asked to substantially expand and revise their contributions to make them into full papers. The workshop was organised in connection with a three-year European Union funded Basic Research Project in the ESPRIT framework, called NACT, a collaboration between Daimler-Benz (Germany) and the University of Glasgow (Scotland). A major aim of the NACT project is to develop a systematic engineering procedure for designing neural controllers for nonlinear dynamic systems. The techniques developed are being evaluated on concrete industrial problems from Daimler-Benz. In the book emphasis is put on development of sound theory of neural adaptive control for nonlinear control systems, but firmly anchored in the engineering context of industrial practice. Therefore the contributors are both renowned academics and practitioners from major industrial users of neurocontrol | ||
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| spelling | Neural adaptive control technology editors, Rafał Żbikowski, Kenneth J. Hunt Singapore World Scientific ©1996 1 Online-Ressource (viii, 347 pages) txt rdacontent c rdamedia cr rdacarrier World Scientific series in robotics and intelligent systems vol. 15 Includes bibliographical references and index Part I. Neural adaptive control technology. -- - Discrete-time neural model structures for continuous nonlinear systems: fundamental properties and control aspects - J.C. Kalkkuhl and K.J. Hunt -- - Continuous-time local model networks - P.J. Gawthrop -- - Nonuniform sampling approach to control systems modelling with feedforward neural networks - R. Zbikowski and A. Dzielinski - Part II. Nonlinear control fundamentals for neural networks. -- - Geometric methods in nonlinear control theory: a survey - W. Respondek -- - Local reachability, local controllability and the observability of a class of 2-D bilinear systems - T. Kaczorek -- - Stable adaptive control of a general class of non-linear systems - T.A. Johansen and M.M. Polycarpou - Part III. Neural techniques and applications. -- - Robust adaptive neurocontrol of MIMO continuous-time processes based on the e1-modification scheme - J.-M. Renders and M. Saerens -- - Black-box modeling with state-space neural networks - I. Rivals and L. Personnaz -- - An Approach to intelligent identification and control of nonlinear dynamical systems - D.A. Sofge and D.L. Elliott -- - How to adapt in neurocontrol: a decision for CMAC - W.S. Mischo -- - The Equivalence of spline models and fuzzy logic applied to model construction and interpretation - G.T. Lines and T. Kavli This book is an outgrowth of the workshop on Neural Adaptive Control Technology, NACT I, held in 1995 in Glasgow. Selected workshop participants were asked to substantially expand and revise their contributions to make them into full papers. The workshop was organised in connection with a three-year European Union funded Basic Research Project in the ESPRIT framework, called NACT, a collaboration between Daimler-Benz (Germany) and the University of Glasgow (Scotland). A major aim of the NACT project is to develop a systematic engineering procedure for designing neural controllers for nonlinear dynamic systems. The techniques developed are being evaluated on concrete industrial problems from Daimler-Benz. In the book emphasis is put on development of sound theory of neural adaptive control for nonlinear control systems, but firmly anchored in the engineering context of industrial practice. Therefore the contributors are both renowned academics and practitioners from major industrial users of neurocontrol TECHNOLOGY & ENGINEERING / Automation bisacsh Adaptive control systems fast Neural networks (Computer science) fast Nonlinear control theory fast Adaptivregelung swd Kongreß swd Kontrolltheorie swd Neuronales Netz swd Adaptive control systems Neural networks (Computer science) Nonlinear control theory Kontrolltheorie (DE-588)4032317-1 gnd rswk-swf Neuronales Netz (DE-588)4226127-2 gnd rswk-swf Adaptivregelung (DE-588)4000457-0 gnd rswk-swf 1\p (DE-588)1071861417 Konferenzschrift 1995 Glasgow gnd-content Adaptivregelung (DE-588)4000457-0 s Kontrolltheorie (DE-588)4032317-1 s Neuronales Netz (DE-588)4226127-2 s 2\p DE-604 Żbikowski, R. Sonstige oth Hunt, K. J. Sonstige oth http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=491514 Aggregator Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Neural adaptive control technology TECHNOLOGY & ENGINEERING / Automation bisacsh Adaptive control systems fast Neural networks (Computer science) fast Nonlinear control theory fast Adaptivregelung swd Kongreß swd Kontrolltheorie swd Neuronales Netz swd Adaptive control systems Neural networks (Computer science) Nonlinear control theory Kontrolltheorie (DE-588)4032317-1 gnd Neuronales Netz (DE-588)4226127-2 gnd Adaptivregelung (DE-588)4000457-0 gnd |
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| title | Neural adaptive control technology |
| title_auth | Neural adaptive control technology |
| title_exact_search | Neural adaptive control technology |
| title_full | Neural adaptive control technology editors, Rafał Żbikowski, Kenneth J. Hunt |
| title_fullStr | Neural adaptive control technology editors, Rafał Żbikowski, Kenneth J. Hunt |
| title_full_unstemmed | Neural adaptive control technology editors, Rafał Żbikowski, Kenneth J. Hunt |
| title_short | Neural adaptive control technology |
| title_sort | neural adaptive control technology |
| topic | TECHNOLOGY & ENGINEERING / Automation bisacsh Adaptive control systems fast Neural networks (Computer science) fast Nonlinear control theory fast Adaptivregelung swd Kongreß swd Kontrolltheorie swd Neuronales Netz swd Adaptive control systems Neural networks (Computer science) Nonlinear control theory Kontrolltheorie (DE-588)4032317-1 gnd Neuronales Netz (DE-588)4226127-2 gnd Adaptivregelung (DE-588)4000457-0 gnd |
| topic_facet | TECHNOLOGY & ENGINEERING / Automation Adaptive control systems Neural networks (Computer science) Nonlinear control theory Adaptivregelung Kongreß Kontrolltheorie Neuronales Netz Konferenzschrift 1995 Glasgow |
| url | http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=491514 |
| work_keys_str_mv | AT zbikowskir neuraladaptivecontroltechnology AT huntkj neuraladaptivecontroltechnology |