The Koopman operator in systems and ...
Mauroy, Alexandre.

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  • The Koopman operator in systems and control = concepts, methodologies, and applications /
  • 紀錄類型: 書目-電子資源 : Monograph/item
    正題名/作者: The Koopman operator in systems and control/ edited by Alexandre Mauroy, Igor Mezic, Yoshihiko Susuki.
    其他題名: concepts, methodologies, and applications /
    其他作者: Mauroy, Alexandre.
    出版者: Cham :Springer International Publishing : : 2020.,
    面頁冊數: xxiii, 556 p. :ill. (some col.), digital ;24 cm.
    內容註: 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.
    Contained By: Springer eBooks
    標題: Operator theory. -
    電子資源: https://doi.org/10.1007/978-3-030-35713-9
    ISBN: 9783030357139
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W9391254 電子資源 11.線上閱覽_V 電子書 EB QA329 .K667 2020 一般使用(Normal) 在架 0
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