Neural Network Modeling and Identification of Dynamical Systems

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Publisher : Academic Press
ISBN 13 : 0128154306
Total Pages : 334 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Neural Network Modeling and Identification of Dynamical Systems by : Yury Tiumentsev

Download or read book Neural Network Modeling and Identification of Dynamical Systems written by Yury Tiumentsev and published by Academic Press. This book was released on 2019-05-17 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Proceedings of the 11th International Conference on Modelling, Identification and Control (ICMIC2019)

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Publisher : Springer Nature
ISBN 13 : 9811504741
Total Pages : 1340 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Proceedings of the 11th International Conference on Modelling, Identification and Control (ICMIC2019) by : Rui Wang

Download or read book Proceedings of the 11th International Conference on Modelling, Identification and Control (ICMIC2019) written by Rui Wang and published by Springer Nature. This book was released on 2019-12-03 with total page 1340 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book includes original, peer-reviewed research papers from the 11th International Conference on Modelling, Identification and Control (ICMIC2019), held in Tianjin, China on July 13-15, 2019. The topics covered include but are not limited to: System Identification, Linear/Nonlinear Control Systems, Data-driven Modelling and Control, Process Modelling and Process Control, Fault Diagnosis and Reliable Control, Intelligent Systems, and Machine Learning and Artificial Intelligence.The papers showcased here share the latest findings on methodologies, algorithms and applications in modelling, identification, and control, integrated with Artificial Intelligence (AI), making the book a valuable asset for researchers, engineers, and university students alike.

Recurrent Neural Networks

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Publisher : CRC Press
ISBN 13 : 9781420049176
Total Pages : 414 pages
Book Rating : 4.0/5 (491 download)

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Book Synopsis Recurrent Neural Networks by : Larry Medsker

Download or read book Recurrent Neural Networks written by Larry Medsker and published by CRC Press. This book was released on 1999-12-20 with total page 414 pages. Available in PDF, EPUB and Kindle. Book excerpt: With existent uses ranging from motion detection to music synthesis to financial forecasting, recurrent neural networks have generated widespread attention. The tremendous interest in these networks drives Recurrent Neural Networks: Design and Applications, a summary of the design, applications, current research, and challenges of this subfield of artificial neural networks. This overview incorporates every aspect of recurrent neural networks. It outlines the wide variety of complex learning techniques and associated research projects. Each chapter addresses architectures, from fully connected to partially connected, including recurrent multilayer feedforward. It presents problems involving trajectories, control systems, and robotics, as well as RNN use in chaotic systems. The authors also share their expert knowledge of ideas for alternate designs and advances in theoretical aspects. The dynamical behavior of recurrent neural networks is useful for solving problems in science, engineering, and business. This approach will yield huge advances in the coming years. Recurrent Neural Networks illuminates the opportunities and provides you with a broad view of the current events in this rich field.

Application of Neural Networks and Other Learning Technologies in Process Engineering

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Publisher : World Scientific
ISBN 13 : 1848161468
Total Pages : 423 pages
Book Rating : 4.8/5 (481 download)

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Book Synopsis Application of Neural Networks and Other Learning Technologies in Process Engineering by : I. M. Mujtaba

Download or read book Application of Neural Networks and Other Learning Technologies in Process Engineering written by I. M. Mujtaba and published by World Scientific. This book was released on 2001-01-01 with total page 423 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a follow-up to the IChemE symposium on OC Neural Networks and Other Learning TechnologiesOCO, held at Imperial College, UK, in May 1999. The interest shown by the participants, especially those from the industry, has been instrumental in producing the book. The papers have been written by contributors of the symposium and experts in this field from around the world. They present all the important aspects of neural network utilisation as well as show the versatility of neural networks in various aspects of process engineering problems OCo modelling, estimation, control, optimisation and industrial applications. Contents: Modelling and Identification; Hybrid Schemes; Estimations and Control; New Learning Technologies; Experimental and Industrial Applications. Readership: Academic and industrial researchers, chemical engineers and control engineers."

Applied Computer Sciences in Engineering

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Publisher : Springer Nature
ISBN 13 : 3031745981
Total Pages : 271 pages
Book Rating : 4.0/5 (317 download)

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Book Synopsis Applied Computer Sciences in Engineering by : Juan Carlos Figueroa-García

Download or read book Applied Computer Sciences in Engineering written by Juan Carlos Figueroa-García and published by Springer Nature. This book was released on with total page 271 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Artificial Higher Order Neural Networks for Modeling and Simulation

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Publisher : IGI Global
ISBN 13 : 1466621761
Total Pages : 455 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Artificial Higher Order Neural Networks for Modeling and Simulation by : Zhang, Ming

Download or read book Artificial Higher Order Neural Networks for Modeling and Simulation written by Zhang, Ming and published by IGI Global. This book was released on 2012-10-31 with total page 455 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book introduces Higher Order Neural Networks (HONNs) to computer scientists and computer engineers as an open box neural networks tool when compared to traditional artificial neural networks"--Provided by publisher.

Artificial Neural Networks for Engineering Applications

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Publisher : Academic Press
ISBN 13 : 0128182482
Total Pages : 178 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Artificial Neural Networks for Engineering Applications by : Alma Y Alanis

Download or read book Artificial Neural Networks for Engineering Applications written by Alma Y Alanis and published by Academic Press. This book was released on 2019-02-07 with total page 178 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Neural Networks for Engineering Applications presents current trends for the solution of complex engineering problems that cannot be solved through conventional methods. The proposed methodologies can be applied to modeling, pattern recognition, classification, forecasting, estimation, and more. Readers will find different methodologies to solve various problems, including complex nonlinear systems, cellular computational networks, waste water treatment, attack detection on cyber-physical systems, control of UAVs, biomechanical and biomedical systems, time series forecasting, biofuels, and more. Besides the real-time implementations, the book contains all the theory required to use the proposed methodologies for different applications. - Presents the current trends for the solution of complex engineering problems that cannot be solved through conventional methods - Includes real-life scenarios where a wide range of artificial neural network architectures can be used to solve the problems encountered in engineering - Contains all the theory required to use the proposed methodologies for different applications

The 1994 IEEE International Conference on Neural Networks

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Publisher :
ISBN 13 :
Total Pages : 790 pages
Book Rating : 4.:/5 (318 download)

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Book Synopsis The 1994 IEEE International Conference on Neural Networks by :

Download or read book The 1994 IEEE International Conference on Neural Networks written by and published by . This book was released on 1994 with total page 790 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Large Space Structures & Systems in the Space Station Era

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Publisher :
ISBN 13 :
Total Pages : 334 pages
Book Rating : 4.3/5 ( download)

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Book Synopsis Large Space Structures & Systems in the Space Station Era by :

Download or read book Large Space Structures & Systems in the Space Station Era written by and published by . This book was released on 1992 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Automation 2018

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Publisher : Springer
ISBN 13 : 3319771795
Total Pages : 803 pages
Book Rating : 4.3/5 (197 download)

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Book Synopsis Automation 2018 by : Roman Szewczyk

Download or read book Automation 2018 written by Roman Szewczyk and published by Springer. This book was released on 2018-03-07 with total page 803 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book consists of papers presented at Automation 2018, an international conference held in Warsaw from March 21 to 23, 2018. It discusses the radical technological changes occurring due to the INDUSTRY 4.0, with a focus on offering a better understanding of the Fourth Industrial Revolution. Each chapter presents a detailed analysis of interdisciplinary knowledge, numerical modeling and simulation as well as the application of cyber-physical systems, where information technology and physical devices create synergic systems leading to unprecedented efficiency. The theoretical results, practical solutions and guidelines presented are valuable for both researchers working in the area of engineering sciences and practitioners looking for solutions to industrial problems.

Emerging Capabilities and Applications of Artificial Higher Order Neural Networks

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Publisher : IGI Global
ISBN 13 : 1799835650
Total Pages : 540 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Emerging Capabilities and Applications of Artificial Higher Order Neural Networks by : Zhang, Ming

Download or read book Emerging Capabilities and Applications of Artificial Higher Order Neural Networks written by Zhang, Ming and published by IGI Global. This book was released on 2021-02-05 with total page 540 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial neural network research is one of the new directions for new generation computers. Current research suggests that open box artificial higher order neural networks (HONNs) play an important role in this new direction. HONNs will challenge traditional artificial neural network products and change the research methodology that people are currently using in control and recognition areas for the control signal generating, pattern recognition, nonlinear recognition, classification, and prediction. Since HONNs are open box models, they can be easily accepted and used by individuals working in information science, information technology, management, economics, and business fields. Emerging Capabilities and Applications of Artificial Higher Order Neural Networks contains innovative research on how to use HONNs in control and recognition areas and explains why HONNs can approximate any nonlinear data to any degree of accuracy, their ease of use, and how they can have better nonlinear data recognition accuracy than SAS nonlinear procedures. Featuring coverage on a broad range of topics such as nonlinear regression, pattern recognition, and data prediction, this book is ideally designed for data analysists, IT specialists, engineers, researchers, academics, students, and professionals working in the fields of economics, business, modeling, simulation, control, recognition, computer science, and engineering research.

Applied Mechanics Reviews

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Publisher :
ISBN 13 :
Total Pages : 1036 pages
Book Rating : 4.:/5 (31 download)

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Download or read book Applied Mechanics Reviews written by and published by . This book was released on 1994 with total page 1036 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Dissertation Abstracts International

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Publisher :
ISBN 13 :
Total Pages : 860 pages
Book Rating : 4.F/5 ( download)

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Download or read book Dissertation Abstracts International written by and published by . This book was released on 2005 with total page 860 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Network and Communication Technology Innovations for Web and IT Advancement

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Publisher : IGI Global
ISBN 13 : 1466621583
Total Pages : 455 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Network and Communication Technology Innovations for Web and IT Advancement by : Alkhatib, Ghazi I.

Download or read book Network and Communication Technology Innovations for Web and IT Advancement written by Alkhatib, Ghazi I. and published by IGI Global. This book was released on 2012-10-31 with total page 455 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the steady stream of new web based information technologies being introduced to organizations, the need for network and communication technologies to provide an easy integration of knowledge and information sharing is essential. Network and Communication Technology Innovations for Web and IT Advancement presents studies on trends, developments, and methods on information technology advancements through network and communication technology. This collection brings together integrated approaches for communication technology and usage for web and IT advancements.

Intelligent Systems

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Publisher : CRC Press
ISBN 13 : 1351835408
Total Pages : 527 pages
Book Rating : 4.3/5 (518 download)

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Book Synopsis Intelligent Systems by : Yung C. Shin

Download or read book Intelligent Systems written by Yung C. Shin and published by CRC Press. This book was released on 2017-12-19 with total page 527 pages. Available in PDF, EPUB and Kindle. Book excerpt: Providing a thorough introduction to the field of soft computing techniques, Intelligent Systems: Modeling, Optimization, and Control covers every major technique in artificial intelligence in a clear and practical style. This book highlights current research and applications, addresses issues encountered in the development of applied systems, and describes a wide range of intelligent systems techniques, including neural networks, fuzzy logic, evolutionary strategy, and genetic algorithms. The book demonstrates concepts through simulation examples and practical experimental results. Case studies are also presented from each field to facilitate understanding.

Applied Artificial Intelligence: Medicine, Biology, Chemistry, Financial, Games, Engineering

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Publisher : Springer Nature
ISBN 13 : 3031297172
Total Pages : 391 pages
Book Rating : 4.0/5 (312 download)

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Book Synopsis Applied Artificial Intelligence: Medicine, Biology, Chemistry, Financial, Games, Engineering by : Nenad Filipovic

Download or read book Applied Artificial Intelligence: Medicine, Biology, Chemistry, Financial, Games, Engineering written by Nenad Filipovic and published by Springer Nature. This book was released on 2023-04-04 with total page 391 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book is covering knowledge and results in theory, methodology, and applications of artificial intelligence and machine learning in academia and industry. Nowadays, artificial intelligence has been used in every company where intelligence elements are embedded inside sensors, devices, machines, computers and networks. The chapters in this book integrated approach toward global exchange of information on technological advances, scientific innovations, and the effectiveness of various regulatory programs toward AI application in medicine, biology, chemistry, financial, games, law, and engineering. Readers can find AI application in industrial workplace safety, manufacturing systems, medical imaging, biomedical engineering application, different computational paradigm, COVID-19, liver tracking, drug delivery system, and cost-effectiveness analysis. Real examples from academia and industry give beyond state of the art for application of AI and ML in different areas. These chapters are extended papers from the First Serbian International Conference on Applied Artificial Intelligence (SICAAI), which was held in Kragujevac, Serbia, on May 19–20, 2022.

Scientific and Technical Aerospace Reports

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Publisher :
ISBN 13 :
Total Pages : 704 pages
Book Rating : 4.:/5 (31 download)

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Download or read book Scientific and Technical Aerospace Reports written by and published by . This book was released on 1995 with total page 704 pages. Available in PDF, EPUB and Kindle. Book excerpt: