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The Koopman Operator in Systems and Control

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Cover of 'The Koopman Operator in Systems and Control'

Table of Contents

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    Book Overview
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    Chapter 2 Koopman Framework for Global Stability Analysis
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    Chapter 3 Koopman Framework for Nonlinear Estimation
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    Chapter 6 Koopman Operator Theory for Nonautonomous and Stochastic Systems
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    Chapter 9 Koopman Model Predictive Control of Nonlinear Dynamical Systems
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    Chapter 10 Feedback Control of Nonlinear PDEs Using Data-Efficient Reduced Order Models Based on the Koopman Operator
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    Chapter 12 Data-Driven Nonlinear Stabilization Using Koopman Operator
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    Chapter 14 Manifold Learning for Data-Driven Dynamical System Analysis
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    Chapter 15 Phase-Amplitude Reduction of Limit Cycling Systems
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    Chapter 16 Experimental Applications of the Koopman Operator in Active Learning for Control
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    Chapter 20 Koopman Performance Analysis of Nonlinear Consensus Networks
Attention for Chapter 14: Manifold Learning for Data-Driven Dynamical System Analysis
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