Igor Mezic (81 results)
Language: English
Published by Berlin ; Heidelberg ; New York : Springer 2006
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Koopman Operator in Systems and Control : Concepts, Methodologies, and Applications
Mauroy, Alexandre (EDT); Mezic, Igor (EDT); Susuki, Yoshihiko (EDT)
Language: English
Published by Springer 2020
Series: Lecture Notes in Control and Information Sciences, Book 39 of 40. Book 39 of 40 - Lecture Notes in Control and Information Sciences
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Language: English
Published by Springer 2021
Series: Lecture Notes in Control and Information Sciences, Book 39 of 40. Book 39 of 40 - Lecture Notes in Control and Information Sciences
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Language: English
Published by Springer 2020
Series: Lecture Notes in Control and Information Sciences, Book 39 of 40. Book 39 of 40 - Lecture Notes in Control and Information Sciences
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Koopman Operator in Systems and Control : Concepts, Methodologies, and Applications
Mauroy, Alexandre (EDT); Mezic, Igor (EDT); Susuki, Yoshihiko (EDT)
Language: English
Published by Springer 2020
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Koopman Operator in Systems and Control : Concepts, Methodologies, and Applications
Mauroy, Alexandre (EDT); Mezic, Igor (EDT); Susuki, Yoshihiko (EDT)
Language: English
Published by Springer 2020
Series: Lecture Notes in Control and Information Sciences, Book 39 of 40. Book 39 of 40 - Lecture Notes in Control and Information Sciences
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Koopman Operator in Systems and Control : Concepts, Methodologies, and Applications
Mauroy, Alexandre (EDT); Mezic, Igor (EDT); Susuki, Yoshihiko (EDT)
Language: English
Published by Springer 2020
Series: Lecture Notes in Control and Information Sciences, Book 39 of 40. Book 39 of 40 - Lecture Notes in Control and Information Sciences
- Hardcover
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Language: English
Published by Springer Nature Switzerland AG, CH 2021
Series: Lecture Notes in Control and Information Sciences, Book 39 of 40. Book 39 of 40 - Lecture Notes in Control and Information Sciences
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Paperback. Condition: New. 2020 ed. This book provides a broad overview of state-of-the-art research at the intersection of the Koopman operator theory and control theory. It also reviews novel theoretical results obtained and efficient numerical methods developed within the framework of Koopman operator theory.The contributions… discuss the latest findings and techniques in several areas of control theory, including model predictive control, optimal control, observer design, systems identification and structural analysis of controlled systems, addressing both theoretical and numerical aspects and presenting open research directions, as well as detailed numerical schemes and data-driven methods. Each contribution addresses a specific problem. After a brief introduction of the Koopman operator framework, including basic notions and definitions, the book explores numerical methods, such as the dynamic mode decomposition (DMD) algorithm and Arnoldi-based methods, which are used to represent the operator in a finite-dimensional basis and to compute its spectral properties from data. The main body of the book is divided into three parts:theoretical results and numerical techniques for observer design, synthesis analysis, stability analysis, parameter estimation, and identification;data-driven techniques based on DMD, which extract the spectral properties of the Koopman operator from data for the structural analysis of controlled systems; andKoopman operator techniques with specific applications in systems and control, which range from heat transfer analysis to robot control.A useful reference resource on the Koopman operator theory for control theorists and practitioners, the book is also of interest to graduate students, researchers, and engineers looking for an introduction to a novel and comprehensive approach to systems and control, from pure theory to data-driven methods.
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Language: English
Published by Springer Nature Switzerland AG, CH 2020
Series: Lecture Notes in Control and Information Sciences, Book 39 of 40. Book 39 of 40 - Lecture Notes in Control and Information Sciences
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Hardback. Condition: New. 2020 ed. This book provides a broad overview of state-of-the-art research at the intersection of the Koopman operator theory and control theory. It also reviews novel theoretical results obtained and efficient numerical methods developed within the framework of Koopman operator theory.The contributions…discuss the latest findings and techniques in several areas of control theory, including model predictive control, optimal control, observer design, systems identification and structural analysis of controlled systems, addressing both theoretical and numerical aspects and presenting open research directions, as well as detailed numerical schemes and data-driven methods. Each contribution addresses a specific problem. After a brief introduction of the Koopman operator framework, including basic notions and definitions, the book explores numerical methods, such as the dynamic mode decomposition (DMD) algorithm and Arnoldi-based methods, which are used to represent the operator in a finite-dimensional basis and to compute its spectral properties from data. The main body of the book is divided into three parts:theoretical results and numerical techniques for observer design, synthesis analysis, stability analysis, parameter estimation, and identification;data-driven techniques based on DMD, which extract the spectral properties of the Koopman operator from data for the structural analysis of controlled systems; andKoopman operator techniques with specific applications in systems and control, which range from heat transfer analysis to robot control.A useful reference resource on the Koopman operator theory for control theorists and practitioners, the book is also of interest to graduate students, researchers, and engineers looking for an introduction to a novel and comprehensive approach to systems and control, from pure theory to data-driven methods.
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Language: English
Published by Springer 2020
Series: Lecture Notes in Control and Information Sciences, Book 39 of 40. Book 39 of 40 - Lecture Notes in Control and Information Sciences
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Condition: Sehr gut. Zustand: Sehr gut | Seiten: 416 | Sprache: Englisch | Produktart: Bücher | The analysis and control of mixing is of great interest because of the potential for optimizing the performance of many flow processes. This monograph presents a unique overview of the physics, mathematics and state-of-the-art theoret…ical/numerical modeling and experimental investigations of mixing. It approaches the subject of mixing from many angles: presents theoretical and experimental results, discusses laminar and turbulent flows, considers macro and micro scales, elaborates on purely advective and advective-diffusive flows, and considers conceptual and industrial-relevant mixing devices. This monograph provides an essential reading for graduate students and postdoctoral researches interested in the investigation of mixing, and constitutes an indispensable reference for mechanical, chemical and aeronautical engineers, and applied mathematicians in universities and industries.
Language: English
Published by Springer Nature Switzerland AG, CH 2021
Series: Lecture Notes in Control and Information Sciences, Book 39 of 40. Book 39 of 40 - Lecture Notes in Control and Information Sciences
- Softcover
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Paperback. Condition: New. 2020 ed. This book provides a broad overview of state-of-the-art research at the intersection of the Koopman operator theory and control theory. It also reviews novel theoretical results obtained and efficient numerical methods developed within the framework of Koopman operator theory.The contributions… discuss the latest findings and techniques in several areas of control theory, including model predictive control, optimal control, observer design, systems identification and structural analysis of controlled systems, addressing both theoretical and numerical aspects and presenting open research directions, as well as detailed numerical schemes and data-driven methods. Each contribution addresses a specific problem. After a brief introduction of the Koopman operator framework, including basic notions and definitions, the book explores numerical methods, such as the dynamic mode decomposition (DMD) algorithm and Arnoldi-based methods, which are used to represent the operator in a finite-dimensional basis and to compute its spectral properties from data. The main body of the book is divided into three parts:theoretical results and numerical techniques for observer design, synthesis analysis, stability analysis, parameter estimation, and identification;data-driven techniques based on DMD, which extract the spectral properties of the Koopman operator from data for the structural analysis of controlled systems; andKoopman operator techniques with specific applications in systems and control, which range from heat transfer analysis to robot control.A useful reference resource on the Koopman operator theory for control theorists and practitioners, the book is also of interest to graduate students, researchers, and engineers looking for an introduction to a novel and comprehensive approach to systems and control, from pure theory to data-driven methods.
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