Exact and approximate modeling of linear systems : a behavioral approach / Ivan Markovsky [and others].
Other author/creator | Markovsky, Ivan. |
Format | Book and Print |
Publication Info | Philadelphia : Society for Industrial and Applied Mathematics, ©2006. |
Description | x, 206 pages : illustrations ; 26 cm. |
Subject(s) |
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Series | Mathematical modeling and computation Mathematical modeling and computation. ^A1275264 |
Contents | 1. Introduction -- 2. Approximate modeling via misfit minimization -- 3. Weighted total least squares -- 4. Structured total least squares -- 5. Bilinear errors-in-variables model -- 6. Ellipsoid fitting -- 7. Introduction to dynamical models -- 8. Exact identification -- 9. Balanced model identification -- 10. Errors-in-variables smoothing and filtering -- 11. Approximate system identification -- 12. Conclusions. |
Review | "This book is written primarily for electrical, mechanical, and chemical engineers, applied mathematicians, econometricians, and statisticians. Chapters 3 and 4 will be of interest to chemometricians, and Chapters 5 and 6 to researchers in the field of computer vision."--Jacket. |
Bibliography note | Includes bibliographical references (pages 197-202) and index. |
LCCN | 2005057537 |
ISBN | 0898716039 (pbk.) |
ISBN | 9780898716030 (pbk.) |
Available Items
Library | Location | Call Number | Status | Item Actions | |
Joyner | General Stacks | QA402 .E93 2006 | ✔ Available | Place Hold |