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020 _a9781108277587
082 _a512.943 4
_bZ28M
100 _aZhang, Xian-Da.
_eAuthor
_lEnglish
_91983
245 0 _aMatrix Analysis and Applications
_c/ by Xian-Da Zhang.
_h[Electronic Resource]
260 _aCambridge
_b: Cambridge University Press,
_c2017
300 _axxxvi, 723p.
520 _aThis 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.
650 _aMathematics
_913
856 _uhttps://doi.org/10.1017/9781108277587
_qPDF
_yClick to Access the Online Book
942 _cEBK
_nYes
999 _c12283
_d12283