Adaptive Control Theory and Applications, with a focus on Model-Free approaches.

简介：
by Hou, Zhongsheng Jin, Shangtai Introduction.......................................................................................................................................................................11.1 Model-Based Control .........................................................................................................................................11.1.1 Formulation and Identification of Models .........................................................11.1.2 Design Strategies for Model-Based Controllers .........................................................31.2 Data-Driven Control .............................................................................................................51.2.1 Definition and Rationale of Data-Driven Control Techniques ................................61.2.2 Scope and Objectives of Data-Driven Control Methodologies ................................71.2.3 The Significance of Theoretical Foundations and Methodologies in Data-Driven Control ................81.2.4 A Survey of Existing Data-Driven Control Methods and Their Developments ..................101.2.5 Summary of Key Data-Driven Control Approaches and Their Characteristics .................. 151.3 Book Overview ........................................................... 162 Recursive Parameter Estimation for Discrete-Time Systems ............. 192.1 Introductory Remarks ............. 192.2 An Algorithm for Parameter Estimation in Systems with Linear Parameterization .................. 202.2.1 The Projection Algorithm: Principles and Implementation Details .................. 20 (Revised to provide more context)