应用线性代数导论

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• ingenieroariel · 2020 年

  这类几何解法比其他传统解法更容易理解。如果你不擅长几何但擅长编程，我强烈推荐斯坦福大学 Boyd 教授写的《应用线性代数导论——向量、矩阵和最小二乘法》[0]，他写了利用线性代数的快速算法，只要满足特定条件就保证收敛 [1]。[0] http://vmls-book.stanford.edu/ [1]…

  These kind of geometrical solutions are easier to grasp than other traditional solutions. If geometry is not your thing but programming is, I really recommend Introduction to Applied Linear Algebra – Vectors, Matrices, and Least Squares [0] by Stanford's prof Boyd, he has written about fast methods using linear algebra that are guaranteed to converge if they meet certain criteria [1]. [0] http://vmls-book.stanford.edu/ [1]…

• vitorsr · 2022 年

  ……Paul Halmos。他的书在纯数学课程背景下算入门级，但在应用数学科学背景下并不算入门。在那方面，我会推荐比如 Boyd 和 Vandenberghe 的《应用线性代数导论》[1]、Meyer 的《矩阵分析与应用线性代数》[2]、Golub 和 Van Loan 的《矩阵计算》[3]等。> 但这本书不喜欢行列式，而且重心也不在围绕矩阵的数值计算上……

  …Paul Halmos. His books are introductory in the context of mathematics courses. They are not introductory in applied mathematical sciences contexts. There I would suggest, e.g., Boyd and Vandenberghe’s Introduction to Applied Linear Algebra [1], Meyer’s Matrix Analysis and Applied Linear Algebra [2], Golub and Van Loan’s Matrix Computations [3] etc. > But the book doesn’t like determinants and isn’t focused on computing things around matrices…

• rramadass · 2022 年

  ……Gerald Farin 和 Dianne Hansford 写的《Geometry Toolbox》。你花几毛钱就能买到旧版。第1版其实叫《The Geometry Toolbox for Graphics and Modeling》。你还应该读读 Stephen Boyd 和 Lieven Vandenberghe 写的《应用线性代数导论——向量、矩阵和最小二乘法》：https://web.stanford.edu/~boyd/vmls/

  …Geometry Toolbox by Gerald Farin and Dianne Hansford. You can get older editions for pennies. The 1st edition was actually called The Geometry Toolbox for Graphics and Modeling. You should also read Introduction to Applied Linear Algebra – Vectors, Matrices, and Least Squares by Stephen Boyd and Lieven Vandenberghe: https://web.stanford.edu/~boyd/vmls/

• vitorsr · 2021 年

  Boyd 和 Vandenberghe 写的《应用线性代数导论》[1]。[1] https://web.stanford.edu/~boyd/vmls

  Boyd and Vandenberghe's Introduction to Applied Linear Algebra [1]. [1] https://web.stanford.edu/~boyd/vmls

• i-das · 2022 年

  《应用线性代数导论——向量、矩阵和最小二乘法》：https://web.stanford.edu/~boyd/vmls/

  Introduction to Applied Linear Algebra – Vectors, Matrices, and Least Squares : https://web.stanford.edu/~boyd/vmls/

• rramadass · 2022 年

  ……《Geometry Toolbox》；这是为了强调我们要用几何和算法的方式来学线性代数（第一版书名叫《The Geometry Toolbox for Graphics and Modeling》）。把它和 Boyd 与 Vandenberghe 写的《应用线性代数导论——向量、矩阵和最小二乘法》（https://web.stanford.edu/~boyd/vmls/）搭配着看，你就稳了。

  …Geometry Toolbox; this is meant to emphasize that we approach linear algebra in a geometric and algorithmic way (The first edition was named "The Geometry Toolbox for Graphics and Modeling"). Pair it with Introduction to Applied Linear Algebra – Vectors, Matrices, and Least Squares by Boyd and Vandenberghe (https://web.stanford.edu/~boyd/vmls/) and you are golden.

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