登入選單
返回Google圖書搜尋
Exact and Approximate Modeling of Linear Systems
Ivan MarkovskyJan C. WillemsSabine Van HuffelBart De Moor
其他書名
A Behavioral Approach
出版SIAM, 2006-01-31
主題Mathematics / GeneralMathematics / Applied
ISBN08987160399780898716030
URLhttp://books.google.com.hk/books?id=PCyP2mJnhRsC&hl=&source=gbs_api
EBookSAMPLE
註釋Exact and Approximate Modeling of Linear Systems: A Behavioral Approach elegantly introduces the behavioral approach to mathematical modeling, an approach that requires models to be viewed as sets of possible outcomes rather than to be a priori bound to particular representations. The authors discuss exact and approximate fitting of data by linear, bilinear, and quadratic static models and linear dynamic models, a formulation that enables readers to select the most suitable representation for a particular purpose. This book presents exact subspace-type and approximate optimization-based identification methods, as well as representation-free problem formulations, an overview of solution approaches, and software implementation. Readers will find an exposition of a wide variety of modeling problems starting from observed data. The presented theory leads to algorithms that are implemented in C language and in MATLAB.