The Koopman operator in systems and control : concepts, methodologies, and applications /: concepts, methodologies, and applications. (2020)

• Record Type: Book
• Further Information: Note: Alexandre Mauroy, Igor Mezic, and Yoshihiko Susuki.
• Editors: Mauroy, Alexandre; Mezic, Igor; Susuki, Yoshihiko
• Contents: Part I: Control Design, Observation, and Identification.- Linear Observer Synthesis for Nonlinear Systems.- Linear Predictors for Nonlinear Dynamical Systems.- Global Stability Analysis.- Pulse-based Optimal Control.- Parameter Estimation and Identification of Nonlinear Systems.- Koopman Spectrum and Stability of Cascaded Dynamical Systems.- Open and Closed Loop Control of PDEs via Switched Systems and Koopman operator based reduced order models.- Part II: Data-Driven Analysis.- Data-driven Approximations of Dynamical Systems Operators for Control.- Operator Theoretic-based Data-driven Approach for Optimal Stabilization of Nonlinear System.- Manifold Learning for Data-Driven Dynamical Systems Analysis.- Use of Data-Driven Koopman Spectrum Computation and Delay Embedding.- Part III: Applications.- Modeling of Advective Heat Transfer in a Practical Building Atrium via Koopman Mode Decomposition.- Phase-amplitude Reduction of Limit-cycling Systems.- Exploiting Effects of Network Topology on Performance in Nonlinear Consensus Networks.- Koopman Operators in Embedded Control.
• Publisher Details: Cham, Switzerland : Springer International Publishing AG
• Publication Date: 2020
• Extent: 1 online resource (568 pages), illustrations
• Subjects: 629.8; Operator theory; Nonlinear control theory; Electronic books
• Languages: English
• ISBNs: 3030357139; 9783030357139
• Notes: Note: Description based on print version record.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.