《线性代数应该这样学》—— 谢尔顿·阿克斯勒
Linear algebra done right

原始链接: https://linear.axler.net/

谢尔顿·阿克斯勒(Sheldon Axler)所著的《线性代数应该这样学》(*Linear Algebra Done Right*)是一本备受推崇的教科书,专为数学专业的本科生和研究生设计。该书目前已出至第四版,通过知识共享许可协议(Creative Commons)提供免费的开放获取资源,并已被翻译成多种语言。 本书以其创新的“无行列式”方法而著称,侧重于理解有限维向量空间上线性算子的结构。通过将行列式的内容置于书末,阿克斯勒提供了更直观、更优雅的证明,强调清晰度与概念动机。更新后的第四版增加了250多道新习题、70个新示例以及多项内容的扩展。 该书已被数百所大学广泛采用,评论家称赞其为“教学杰作”,因其精确性和独特的视角而广受好评。书中涵盖了从向量空间、线性映射到特征值、特征向量及奇异值分解等核心主题。无论用于课程学习还是自主钻研,这本书对于掌握线性代数基础的学生来说,依然是一本性价比极高的畅销教材。

这篇 Hacker News 帖子讨论了 Sheldon Axler 的经典教材《Linear Algebra Done Right》(线性代数应该这样学),并指出该书是社区中常被讨论的话题。 一位用户在观看完 3Blue1Brown 的线性代数视频系列后寻求后续学习建议,引发了对几本标准教材的对比讨论: * 《Linear Algebra Done Right》(Axler 著) * 《Linear Algebra Done Wrong》(Treil 著) * 《Introduction to Linear Algebra》(Strang 著) * 《Introduction to Applied Linear Algebra》(Boyd 和 Vandenberghe 著) 参与者特别推荐了 Gilbert Strang 的著作;另一位评论者则建议,现代线性代数学习应结合计算机代数系统(CAS)和数值分析资源,以便更好地理解这些数学概念在实践中是如何通过算法应用的。
相关文章

原文
Linear Algebra Done Right

The fourth and most recent edition of Linear Algebra Done Right is an Open Access book available in English, Chinese, Farsi, Greek, and Portuguese. Other languages are coming soon.

Electronic versions of this fourth edition, which has a Creative Commons BY-NC license, are legally availble without cost at the links below.

The fourth edition of Linear Algebra Done Right contains over 250 new exercises and over 70 new examples, along with several new topics and multiple improvements throughout the book. See page xvi in the English file linked above for a list of major improvements and additions in the fourth edition.

The hardcover print version of the fourth edition of Linear Algebra Done Right is available from Amazon at the link below.

Print versions of translations of the fourth edition into Greek and into Portuguese are available at booksellers in appropriate countries.

Print versions of translations of the third edition into Basque and Chinese are available from Amazon at the links below.


This best-selling textbook for a second course in linear algebra is aimed at undergraduate math majors and graduate students. The novel approach taken here banishes determinants to the end of the book. The text focuses on the central goal of linear algebra: understanding the structure of linear operators on finite-dimensional vector spaces. The author has taken unusual care to motivate concepts and to simplify proofs. A variety of interesting exercises in each chapter helps students understand and manipulate the objects of linear algebra.

No prerequisites are assumed other than the usual demand for suitable mathematical maturity. Thus the text starts by discussing vector spaces, linear independence, span, basis, and dimension. The book then deals with linear maps, eigenvalues, and eigenvectors. Inner product spaces are then introduced, leading to the finite-dimensional spectral theorem and its consequences such as the singular value decomposition. Generalized eigenvectors are then used to provide insight into the structure of a linear operator. Determinants are cleanly introduced via alternating multilinear forms.


Excerpts from Reviews

Altogether, the text is a didactic masterpiece.
zbMATH

Axler demotes determinants (usually quite a central technique in the finite dimensional setting, though marginal in infinite dimensions) to a minor role. To so consistently do without determinants constitutes a tour de force in the service of simplicity and clarity; these are also well served by the general precision of Axler's prose... The most original linear algebra book to appear in years, it certainly belongs in every undergraduate library.
Choice

The determinant-free proofs are elegant and intuitive.
American Mathematical Monthly

Clarity through examples is emphasized... the text is ideal for class exercises... I congratulate the author and the publisher for a well-produced textbook on linear algebra.
Mathematical Reviews

If you liked the previous editions, you will like this new edition even better!
Monatshefte für Mathematik

customer reviews from Amazon


  • textbook adoptions: list of 430 universities and colleges that have used Linear Algebra Done Right as a textbook

Follow @AxlerLinear on X (Twitter) for updates on this book.

Linear Algebra Done Right usually has the best Amazon sales rank of any linear algebra book at this level. The hardcover version of Linear Algebra Done Right usually costs considerably less than hardcover versions of competing linear algebra textbooks.


This book is partly based on ideas contained in my paper Down with Determinants!, published in the American Mathematical Monthly. This paper received the Lester R. Ford Award for expository writing from the Mathematical Association of America.

Questions or comments about Linear Algebra Done Right can be sent to the author at [email protected].


Sheldon Axler's publications
Sheldon Axler's home page
联系我们 contact @ memedata.com