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词汇 Row space
分类 英语词汇 英语翻译词典
释义

Row space

中文百科

行空间与列空间 Row and column spaces

(重定向自Row space)

有实数元素的m × n 矩阵的行空间R的由这个矩阵的行矢量生成的子空间。它的维度等于矩阵的秩,最大为min(m,n)。

有实数元素的m × n 矩阵的列空间R的由这个矩阵的列矢量生成的子空间。它的维度等于矩阵的秩,最大为min(m,n)。

如果把矩阵当作从RR的线性变换,则矩阵的列空间等于这个线性变换的像。

矩阵A的列矢量是所有A的纵列的线性组合。如果A = [a1, ...., an],则Col A = Span {a1, ...., an}。

行空间的概念推广到了在任何域上的矩阵,特别是复数域C

英语百科

Row and column spaces 行空间与列空间

(重定向自Row space)
The row vectors of a matrix. The row space of this matrix is the vector space generated by linear combinations of the row vectors.
The column vectors of a matrix. The column space of this matrix is the vector space generated by linear combinations of the column vectors.

In linear algebra, the row space of a matrix is the set of all possible linear combinations of its row vectors.  Let K be a field (such as real or complex numbers). The row space of an m × n matrix with components from K is a linear subspace of the n-space Kn. The dimension of the row space is called the row rank of the matrix.[1]

A definition for matrices over a ring K (such as integers) is also possible.[2]

vector space generated by linear combinations of the column vectors.

In linear algebra, the column space C(A) of a matrix A (sometimes called the range of a matrix) is the span (set of all possible linear combinations) of its column vectors.

Let K be a field (such as real or complex numbers). The column space of an m×n matrix with components from K is a linear subspace of the m-space K. The dimension of the column space is called the rank of the matrix. A definition for matrices over a ring K (such as integers) is also possible.

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