000			01394 a2200181 4500
020			_a9781108417419
040			_cIIT Kanpur
041			_aeng
082			_a512.9434 _bZ612m
100			_a Zhang, Xian-Da
245			_aMatrix analysis and applications _cXian-Da Zhang
260			_bCambridge University Press _c2017 _aCambridge
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			_aMatrices
650			_aMatrix analytic methods -- Textbooks
942			_cBK
999			_c560733 _d560733