Neural Network Modeling and Identification of Dynamical Systems

Written By Yury Tiumentsev
Neural Network Modeling and Identification of Dynamical Systems
  • Publsiher : Academic Press
  • Release : 17 May 2019
  • ISBN : 0128154306
  • Pages : 332 pages
  • Rating : /5 from reviews
GET THIS BOOKNeural Network Modeling and Identification of Dynamical Systems


Download or read book entitled Neural Network Modeling and Identification of Dynamical Systems by author: Yury Tiumentsev which was release on 17 May 2019 and published by Academic Press with total page 332 pages . This book available in PDF, EPUB and Kindle Format. Neural Network Modeling and Identification of Dynamical Systems presents a new approach on how to obtain the adaptive neural network models for complex systems that are typically found in real-world applications. The book introduces the theoretical knowledge available for the modeled system into the purely empirical black box model, thereby converting the model to the gray box category. This approach significantly reduces the dimension of the resulting model and the required size of the training set. This book offers solutions for identifying controlled dynamical systems, as well as identifying characteristics of such systems, in particular, the aerodynamic characteristics of aircraft. Covers both types of dynamic neural networks (black box and gray box) including their structure, synthesis and training Offers application examples of dynamic neural network technologies, primarily related to aircraft Provides an overview of recent achievements and future needs in this area

Neural Network Modeling and Identification of Dynamical Systems

Neural Network Modeling and Identification of Dynamical Systems
  • Author : Yury Tiumentsev,Mikhail Egorchev
  • Publisher : Academic Press
  • Release Date : 2019-05-17
  • Total pages : 332
  • ISBN : 0128154306
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Summary : Neural Network Modeling and Identification of Dynamical Systems presents a new approach on how to obtain the adaptive neural network models for complex systems that are typically found in real-world applications. The book introduces the theoretical knowledge available for the modeled system into the purely empirical black box model, thereby ...

Neural Network Systems Techniques and Applications

Neural Network Systems Techniques and Applications
  • Author : Anonim
  • Publisher : Academic Press
  • Release Date : 1998-02-09
  • Total pages : 438
  • ISBN : 0128154306
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Summary : The book emphasizes neural network structures for achieving practical and effective systems, and provides many examples. Practitioners, researchers, and students in industrial, manufacturing, electrical, mechanical,and production engineering will find this volume a unique and comprehensive reference source for diverse application methodologies. Control and Dynamic Systems covers the important topics ...

Scientific and Technical Aerospace Reports

Scientific and Technical Aerospace Reports
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1992
  • Total pages : 212
  • ISBN : 0128154306
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Summary : Read online Scientific and Technical Aerospace Reports written by , published by which was released on 1992. Download full Scientific and Technical Aerospace Reports Books now! Available in PDF, ePub and Kindle....

Informatica

Informatica
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1999
  • Total pages : 212
  • ISBN : 0128154306
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Summary : Read online Informatica written by , published by which was released on 1999. Download full Informatica Books now! Available in PDF, ePub and Kindle....

ISIE 96

ISIE 96
  • Author : IEEE Industrial Electronics Society,Politechnika Warszawska,IEEE Power Electronics Society
  • Publisher : Unknown
  • Release Date : 1996
  • Total pages : 1075
  • ISBN : 0128154306
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Summary : Read online ISIE 96 written by IEEE Industrial Electronics Society,Politechnika Warszawska,IEEE Power Electronics Society, published by which was released on 1996. Download full ISIE 96 Books now! Available in PDF, ePub and Kindle....

Advances in Neural Computation Machine Learning and Cognitive Research III

Advances in Neural Computation  Machine Learning  and Cognitive Research III
  • Author : Boris Kryzhanovsky,Witali Dunin-Barkowski,Vladimir Redko,Yury Tiumentsev
  • Publisher : Springer Nature
  • Release Date : 2019-09-03
  • Total pages : 428
  • ISBN : 0128154306
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Summary : This book describes new theories and applications of artificial neural networks, with a special focus on answering questions in neuroscience, biology and biophysics and cognitive research. It covers a wide range of methods and technologies, including deep neural networks, large scale neural models, brain computer interface, signal processing methods, as ...

Conference Record

Conference Record
  • Author : Ray R. Chen
  • Publisher : Unknown
  • Release Date : 1990
  • Total pages : 1089
  • ISBN : 0128154306
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Summary : Read online Conference Record written by Ray R. Chen, published by which was released on 1990. Download full Conference Record Books now! Available in PDF, ePub and Kindle....

Fuzzy Systems and Data Mining IV

Fuzzy Systems and Data Mining IV
  • Author : A.J. Tallón-Ballesteros,K. Li
  • Publisher : IOS Press
  • Release Date : 2018-11-06
  • Total pages : 988
  • ISBN : 0128154306
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Summary : Big Data Analytics is on the rise in the last years of the current decade. Data are overwhelming the computation capacity of high performance servers. Cloud, grid, edge and fog computing are a few examples of the current hype. Computational Intelligence offers two faces to deal with the development of ...

Neural Systems for Control

Neural Systems for Control
  • Author : Omid Omidvar,David L. Elliott
  • Publisher : Elsevier
  • Release Date : 1997-02-24
  • Total pages : 358
  • ISBN : 0128154306
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Summary : Control problems offer an industrially important application and a guide to understanding control systems for those working in Neural Networks. Neural Systems for Control represents the most up-to-date developments in the rapidly growing aplication area of neural networks and focuses on research in natural and artifical neural systems directly applicable ...

Applications and Science of Artificial Neural Networks

Applications and Science of Artificial Neural Networks
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1997
  • Total pages : 212
  • ISBN : 0128154306
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Summary : Volumes consist of the proceedings of the International Conference on Applications and Science of Artificial Neural Networks....

IEEE International Conference on Neural Networks

IEEE     International Conference on Neural Networks
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1993
  • Total pages : 212
  • ISBN : 0128154306
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Summary : Read online IEEE International Conference on Neural Networks written by , published by which was released on 1993. Download full IEEE International Conference on Neural Networks Books now! Available in PDF, ePub and Kindle....

Deterministic Learning Theory for Identification Recognition and Control

Deterministic Learning Theory for Identification  Recognition  and Control
  • Author : Cong Wang,David J. Hill
  • Publisher : CRC Press
  • Release Date : 2018-10-03
  • Total pages : 207
  • ISBN : 0128154306
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Summary : Deterministic Learning Theory for Identification, Recognition, and Control presents a unified conceptual framework for knowledge acquisition, representation, and knowledge utilization in uncertain dynamic environments. It provides systematic design approaches for identification, recognition, and control of linear uncertain systems. Unlike many books currently available that focus on statistical principles, this book ...

Journal of the Institution of Engineers India

Journal of the Institution of Engineers  India
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2001
  • Total pages : 212
  • ISBN : 0128154306
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Summary : Read online Journal of the Institution of Engineers India written by , published by which was released on 2001. Download full Journal of the Institution of Engineers India Books now! Available in PDF, ePub and Kindle....

System Identification

System Identification
  • Author : Lennart Ljung
  • Publisher : Pearson Education
  • Release Date : 1998-12-29
  • Total pages : 212
  • ISBN : 0128154306
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Summary : The field's leading text, now completely updated. Modeling dynamical systems — theory, methodology, and applications. Lennart Ljung's System Identification: Theory for the User is a complete, coherent description of the theory, methodology, and practice of System Identification. This completely revised Second Edition introduces subspace methods, methods that utilize frequency domain data, ...

Neural Network Modeling of Nonlinear Systems Based on Volterra Series Extension of a Linear Model

Neural Network Modeling of Nonlinear Systems Based on Volterra Series Extension of a Linear Model
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1992
  • Total pages : 13
  • ISBN : 0128154306
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Summary : Read online Neural Network Modeling of Nonlinear Systems Based on Volterra Series Extension of a Linear Model written by , published by which was released on 1992. Download full Neural Network Modeling of Nonlinear Systems Based on Volterra Series Extension of a Linear Model Books now! Available in PDF, ePub and Kindle....