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Anotace knihy

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.

Parametry knihy

Zařazení knihy Knihy v angličtině Reference, information & interdisciplinary subjects Research & information: general Information theory

• Plný název: Exact and Approximate Modeling of Linear Systems
• Podnázev: A Behavioral Approach
• Autor: Ivan MarkovskyJan C. Willems Sabine Van HuffelBart De Moor
• Jazyk: Angličtina
• Vazba: Brožovaná
• Počet stran: 216
• EAN: 9780898716030
• ISBN: 0898716039
• ID: 02050182
• Nakladatelství: Society for Industrial & Applied Mathematics,U.S.
• Hmotnost: 402 g
• Rozměry: 252 × 179 × 13 mm
• Datum vydání: 31. December 2005

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