Exact and Approximate Modeling of Linear Systems is popular PDF and ePub book, written by Ivan Markovsky in 2006-01-01, it is a fantastic choice for those who relish reading online the Approximation theory genre. Let's immerse ourselves in this engaging Approximation theory book by exploring the summary and details provided below. Remember, Exact and Approximate Modeling of Linear Systems can be Read Online from any device for your convenience.
Exact and Approximate Modeling of Linear Systems Book PDF Summary
This title 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.
Detail Book of Exact and Approximate Modeling of Linear Systems PDF
- Author : Ivan Markovsky
- Release : 01 January 2006
- Publisher : SIAM
- ISBN : 0898718260
- Genre : Approximation theory
- Total Page : 216 pages
- Language : English
- PDF File Size : 15,9 Mb
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