Mauroy Alexandre (41 results)
Koopman Operator in Systems and Control : Concepts, Methodologies, and Applications
Mauroy, Alexandre (EDT); Mezic, Igor (EDT); Susuki, Yoshihiko (EDT)
Language: English
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Language: English
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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
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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
- 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.
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
- Hardcover
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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.
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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hardcover. Condition: Very Good.
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.
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
- Hardcover
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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.
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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Taschenbuch. Condition: Neu. The Koopman Operator in Systems and Control | Concepts, Methodologies, and Applications | Alexandre Mauroy (u. a.) | Taschenbuch | Lecture Notes in Control and Information Sciences | xxiii | Englisch | 2021 | Springer | EAN 9783030357153 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tier…gartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu.
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Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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 framewor…k 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.
Language: English
Published by Springer International Publishing 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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Buch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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 Ko…opman 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.
Language: English
Published by Springer Nature Switzerland AG 2026
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Hardcover. Condition: new. Hardcover. This volume provides a broad overview of state-of-the-art research on dynamical systems on networks. The chapters are based on contributions to the Final Conference of the COST Action 'CA18232: Mat-Dyn-Net: Mathematical Models for Interacting Dynamics on Networks. Specific topics covered inc…lude:Spectral theory, and mathematical physicsKinetic and transport equationsBiological and biomedical modelsDifferential operators and differential equationsMathematical Models for Interacting Dynamics on Networks will appeal to researchers interested in these active areas. Spectral theory, and mathematical physics Shipping may be from multiple locations in the US or from the UK, depending on stock availability.
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Hardcover. Condition: new. Hardcover. This volume provides a broad overview of state-of-the-art research on dynamical systems on networks. The chapters are based on contributions to the Final Conference of the COST Action 'CA18232: Mat-Dyn-Net: Mathematical Models for Interacting Dynamics on Networks. Specific topics covered inc…lude:Spectral theory, and mathematical physicsKinetic and transport equationsBiological and biomedical modelsDifferential operators and differential equationsMathematical Models for Interacting Dynamics on Networks will appeal to researchers interested in these active areas. Spectral theory, and mathematical physics Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability.
The Koopman Operator in Systems and Control: Concepts, Methodologies, and Applications
Mauroy, Alexandre (Editor)/ Mezic, Igor (Editor)/ Susuki, Yoshihiko (Editor)
Language: English
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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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The Koopman Operator in Systems and Control: Concepts, Methodologies, and Applications
Mauroy, Alexandre (Edited by)/ Mezic, Igor (Edited by)/ Susuki, Yoshihiko (Edited by)
Language: English
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Buch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - This volume provides a broad overview of state-of-the-art research on dynamical systems on networks. The chapters are based on contributions to the Final Conference of the COST Action 'CA18232: Mat-Dyn-Net: Mathematical Models for Interacting Dynamics on…Networks. Specific topics covered include:Spectral theory, and mathematical physicsKinetic and transport equationsBiological and biomedical modelsDifferential operators and differential equationsMathematical Models for Interacting Dynamics on Networks will appeal to researchers interested in these active areas.
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Hardcover. Condition: new. Hardcover. This volume provides a broad overview of state-of-the-art research on dynamical systems on networks. The chapters are based on contributions to the Final Conference of the COST Action 'CA18232: Mat-Dyn-Net: Mathematical Models for Interacting Dynamics on Networks. Specific topics covered inc…lude:Spectral theory, and mathematical physicsKinetic and transport equationsBiological and biomedical modelsDifferential operators and differential equationsMathematical Models for Interacting Dynamics on Networks will appeal to researchers interested in these active areas. Spectral theory, and mathematical physics Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability.
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Published by Springer 2021
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Gebunden. Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Provides a broad overview of state-of-the-art research at the intersection of Koopman operator theory and control theory Presents efficient numerical methods for practitioners and suggests open research…directions&.
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Kartoniert / Broschiert. Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Provides a broad overview of state-of-the-art research at the intersection of Koopman operator theory and control theory Presents efficient numerical methods for practitioners and suggests… open research directions&.
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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 wit…hin 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. 580 pp. Englisch.
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Published by Springer International Publishing Feb 2020 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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Buch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. 580 pp. Englisch.
