Matrix analysis and applications:

This balanced and comprehensive study presents the theory, methods and applications of matrix analysis in a new theoretical framework, allowing readers to understand second-order and higher-order matrix analysis in a completely new light. Alongside the core subjects in matrix analysis, such as singu...

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Bibliographic Details
Main Author: Zhang, Xianda 1946- (Author)
Format: Electronic eBook
Language:English
Published: Cambridge Cambridge University Press 2017
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Online Access:FHN01
BSB01
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Summary:This balanced and comprehensive study presents the theory, methods and applications of matrix analysis in a new theoretical framework, allowing readers to understand second-order and higher-order matrix analysis in a completely new light. Alongside the core subjects in matrix analysis, such as singular value analysis, the solution of matrix equations and eigenanalysis, the author introduces new applications and perspectives that are unique to this book. The very topical subjects of gradient analysis and optimization play a central role here. Also included are subspace analysis, projection analysis and tensor analysis, subjects which are often neglected in other books. Having provided a solid foundation to the subject, the author goes on to place particular emphasis on the many applications matrix analysis has in science and engineering, making this book suitable for scientists, engineers and graduate students alike
Item Description:Title from publisher's bibliographic system (viewed on 24 Oct 2017)
Physical Description:1 online resource (xxxvi, 723 pages)
ISBN:9781108277587
DOI:10.1017/9781108277587

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