V2EX operator norm

Operator Norm

Definition / 定义

算子范数(也称“运算符范数”):在线性代数与泛函分析中,用来衡量一个线性算子(或矩阵)“把向量放大最多能放大多少”的数量。常见定义为
\[ \|T\|=\sup_{\|x\|=1}\|Tx\| \] 即在所有单位向量中,\(Tx\) 的长度(范数)的最大可能值。(在不同向量范数下会得到不同的算子范数。)

Pronunciation (IPA) / 发音(IPA)

/pretr nrm/

Examples / 例句

The operator norm of a matrix tells how much it can stretch a vector.
矩阵的算子范数表示它最多能把一个向量拉伸多少。

In a normed vector space, a linear map is bounded iff its operator norm is finite, and this norm controls error amplification in numerical methods.
在赋范向量空间中,线性映射当且仅当其算子范数有限时是有界的;而且该范数可以刻画数值方法中误差被放大的程度。

Etymology / 词源

operator 原义为“操作者、操作的人/物”,在数学语境里发展为“对对象进行作用的映射/算子”;norm 源自“标准、尺度”的含义,在数学中专指“范数”。合起来 operator norm 就是“衡量算子大小的尺度”,强调算子对向量长度(或一般范数)的最大放大效应。

Related Words / 相关词

Notable Works / 文献与著作中的用例

  • Walter Rudin, Functional Analysis(泛函分析经典教材,讨论有界算子与算子范数)
  • John B. Conway, A Course in Functional Analysis(系统介绍算子理论与算子范数)
  • R. A. Horn & C. R. Johnson, Matrix Analysis(矩阵范数、诱导范数/算子范数与谱性质)
  • Tosio Kato, Perturbation Theory for Linear Operators(线性算子扰动理论中频繁使用算子范数界)
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