Matrix analysis and applications / Xian-Da Zhang, Tsinghua University, Beijing.
Zhang, Xianda, 1946-| Call Number | 512.9/434 |
| Author | Zhang, Xianda, 1946- author. |
| Title | Matrix analysis and applications / Xian-Da Zhang, Tsinghua University, Beijing. |
| Physical Description | 1 online resource (xxxvi, 723 pages) : digital, PDF file(s). |
| Notes | Title from publisher's bibliographic system (viewed on 24 Oct 2017). |
| 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. |
| Subject | Matrices Textbooks. Matrix analytic methods Textbooks. |
| Multimedia |
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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. |
| Notes | Title from publisher's bibliographic system (viewed on 24 Oct 2017). |
| Subject | Matrices Textbooks. Matrix analytic methods Textbooks. |
| Multimedia |