The Koopman Operator in Systems and Control

丛 书 名：Lecture Notes in Control and Information Sciences

版本说明：1

作     者：Alexandre Mauroy Igor Mezić Yoshihiko Susuki 

I S B N：(纸本) 9783030357122;9783030357153 

出 版 社：Springer Cham 

出 版 年：1000年

页      数：XXIII, 556页

主 题 词：Control and Systems Theory Systems Theory, Control Mathematics in the Humanities and Social Sciences Vibration, Dynamical Systems, Control Aerospace Technology and Astronautics Communications Engineering, Networks 

摘      要：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:;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.