Exact and approximate modeling of linear systems: a behavioral approach
Ivan Markovsky, Jan C. Willems, Sabine Van Huffel, Bart De Moor (Society for Industrial and Applied Mathematics, 2006)
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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. |
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No. Panggil : | e20451308 |
Entri utama-Nama orang : | |
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Penerbitan : | Philadelphia: Society for Industrial and Applied Mathematics, 2006 |
Sumber Pengatalogan: | LibUI eng rda |
Tipe Konten: | text |
Tipe Media: | computer |
Tipe Pembawa: | online resources |
Deskripsi Fisik: | x, 206 pages : illustration |
Tautan: | http://portal.igpublish.com/iglibrary/search/SIAMB0000255.main.html?13 |
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No. Panggil | No. Barkod | Ketersediaan |
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e20451308 | 02-17-656864737 | TERSEDIA |
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Tidak ada ulasan pada koleksi ini: 20451308 |