Matrix Analysis and Applications (Hardcover)
暫譯: 矩陣分析與應用 (精裝版)
Xian-Da Zhang
- 出版商: Cambridge
- 出版日期: 2017-10-05
- 售價: $1,580
- 貴賓價: 9.8 折 $1,548
- 語言: 英文
- 頁數: 756
- 裝訂: Hardcover
- ISBN: 1108417418
- ISBN-13: 9781108417419
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商品描述
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.
商品描述(中文翻譯)
這本平衡且全面的研究著作在一個全新的理論框架中呈現了矩陣分析的理論、方法和應用,使讀者能夠以全新的視角理解二階及高階矩陣分析。除了矩陣分析的核心主題,如奇異值分析、矩陣方程的解法和特徵分析,作者還介紹了本書獨特的新應用和觀點。梯度分析和優化這些非常熱門的主題在此扮演了核心角色。此外,還包括子空間分析、投影分析和張量分析等主題,這些主題在其他書籍中常常被忽視。在為該主題提供了堅實的基礎後,作者特別強調了矩陣分析在科學和工程中的眾多應用,使本書適合科學家、工程師和研究生閱讀。