System Identification: Theory for the User (2nd Edition)

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Pages: 640

Size: 1.194,43 Kb

Publication Date: 2008

Category: System Theory



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Lennart Ljung’s Program Identification: Theory for an individual is a complete, coherent explanation of the idea, methodology, and practice of Program Identification. This totally revised Second Edition introduces subspace strategies, methods that utilize regularity domain data, and general nonlinear black box strategies, including neural systems and neuro-fuzzy modeling. He introduces both black-container and tailor-made types of linear in addition to nonlinear systems, and he describes concepts, properties, and algorithms for a number of identification methods. Ljung combines cautious mathematics, a practical knowledge of real-globe applications, and comprehensive exercises. The publication contains many brand-new computer-based examples created for Ljung’s market-leading software, Program Identification Toolbox for MATLAB.


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