Learning and sorting out linear algebra 11: Subforms and remainders

Table of contents

1 The original matrix A

2 subforms (both are determinants)

2.1 k-order subformula

2.2 k-order principal subforms

2.3 Sequential principal subforms of order k

3 remainder

3.1 Remainder formula

3.2 Algebraic remainder expressions

3.3 What is the role of the remainder formula?


1 The original matrix A

  • Next, design an original matrix A, deliberately designed as A34, the number of rows ≠ the number of columns

$$
 \left[
 \begin{matrix}
   1 & 2 & 3 & 4  \\
   5 & 6 & 7 & 8   \\
   9 & 10 &11 & 12   \\
  \end{matrix}
  \right]
$$

2 subforms (both are determinants)

  • determinants

2.1 k-order subformula

  • Randomly select k rows and k columns from a matrix, there will be k*k elements at the intersection, and these elements constitute the k-order determinant obtained by still maintaining the relative position order in the matrix, which is called the K-order subform of the matrix
  • If a matrix Am*n if i∈m is a k-element subset, and j∈n is a k-element subset, then |A|i*j is the k-order subform of Am*n
  • Simply put, the sub-formula is the determinant formed from the part of the matrix rotated in the matrix, the number of rows = the number of columns

For example, the first-order subform : because there is only 1 row and 1 column

$$
 \left[
 \begin{matrix}
   1  \\
  \end{matrix}
  \right]
$$

$$
 \left[
 \begin{matrix}
   7  \\
  \end{matrix}
  \right]
$$

For example, a 2-order subform : because there are 2 rows and 2 columns

$$
 \left[
 \begin{matrix}
   1 & 2  \\
   5 & 6   \\
  \end{matrix}
  \right]
$$

$$
 \left[
 \begin{matrix}
   1  & 4  \\
   5  & 8   \\
  \end{matrix}
  \right]
$$

For example, a 3-order subform: because there are 3 rows and 3 columns

$$
 \left[
 \begin{matrix}
   1  & 3 & 4  \\
   5  & 7 & 8   \\
   9  &11 & 12   \\
  \end{matrix}
  \right]
$$

2.2 k-order principal subforms

  • If the row numbers and column numbers are equal, it is the k-order principal subform
  • If i=j, then |A|i*j is the k-order principal subform of Am*n
  • Simply put, the main subform is the determinant formed from the part of the matrix rotated in the matrix , requiring the number of rows = the number of columns, and also requiring {row number array} = {column number array}

For example, the 1st-order principal subform: because there is 1 row and 1 column, and it is the 1st row and the 1st column

$$
 \left[
 \begin{matrix}
   1  \\
  \end{matrix}
  \right]
$$

But the following sub-form is not the main sub-form, because the acquisition is the sub-form composed of the contents of the second row and the third column

$$
 \left[
 \begin{matrix}
   7  \\
  \end{matrix}
  \right]
$$

For example, the 2nd-order principal subform: because there are 2 rows and 2 columns, and it is the 1st and 2nd rows, and the 1st and 2nd columns

$$
 \left[
 \begin{matrix}
   1 & 2  \\
   5 & 6   \\
  \end{matrix}
  \right]
$$

The following sub-form is still the main sub-form, because the acquisition is a sub-form composed of the contents of the 1st and 3rd rows and the 1st and 3rd columns

$$
 \left[
 \begin{matrix}
   1 & 3  \\
   9 & 11  \\
  \end{matrix}
  \right]
$$

But the following sub-form is not the main sub-form, because the acquisition is a sub-form composed of the contents of the 1st and 2nd rows and the 1st and 4th columns

$$
 \left[
 \begin{matrix}
   1  & 4  \\
   5  & 8   \\
  \end{matrix}
  \right]
$$

For example, the 3rd-order principal subform: because there are 3 rows and 3 columns, and it is the 1st, 2nd, 3rd rows, and the 1st, 2nd, 3rd columns

$$
 \left[
 \begin{matrix}
   1  & 2 & 3  \\
   5  & 6 & 7   \\
   9  &10 & 11   \\
  \end{matrix}
  \right]
$$

But the following sub-form is not the main sub-form, because the acquisition is a sub-form composed of the contents of rows 1, 2 and 3 and columns 1, 3 and 4

$$
 \left[
 \begin{matrix}
   1  & 3 & 4  \\
   5  & 7 & 8   \\
   9  &11 & 12   \\
  \end{matrix}
  \right]
$$

2.3 Sequential principal subforms of order k

  • If i=j=(1,2....k), that is, the first k columns from the left and the first k rows from the top are obtained, then |A|i*j is the k-order order principal subform of Am*n
  • To put it simply, the sequence main subform is the determinant formed by the part of the matrix rotated from the matrix . It requires the number of rows = the number of columns, and it also requires that {row number array} = {column number array}, and it must be according to the slave Take rows and columns in order from left to right, from top to bottom.

1st-order order principal subform: because there is 1 row and 1 column, and it is the 1st row and 1st column

$$
 \left[
 \begin{matrix}
   1  \\
  \end{matrix}
  \right]
$$

2nd-order order principal subform: because there are 2 rows and 2 columns, and it is the 1st and 2nd rows, and the 1st and 2nd columns

$$
 \left[
 \begin{matrix}
   1 & 2  \\
   5 & 6    \\
  \end{matrix}
  \right]
$$

3rd-order order principal subform: because there are 3 rows and 3 columns, and it is the 1st, 2nd, 3rd rows, 1st, 2nd, 3rd columns

$$
 \left[
 \begin{matrix}
   1 & 2 & 3  \\
   5 & 6 & 7   \\
   9 & 10 &11   \\
  \end{matrix}
  \right]
$$

3 remainder

The function is to simplify the n-order determinant to n-1 order determinant

3.1 Remainder formula

  • In the nth-order determinant (meaning that it is a matrix corresponding to a square matrix), the content of the i-th row and j-th column where aij is located is crossed out, and the remaining determinant is called a remainder.
  • Denote as Mij

3.2 Algebraic remainder expressions

strictly defined

  • matrix, square matrix An*n
  • The rest of the subtypes Mij
  • The algebraic remainder formula is recorded as Cij=(-1)^(i+j)*Mij

3.3 What is the role of the remainder formula?

  • The function is to simplify the n-order determinant to n-1 order determinant
  • The transposed matrix of C is called the adjoint matrix of A. The adjoint matrix is ​​similar to the inverse matrix and can be used to calculate its inverse matrix when A is invertible.
  • The expansion of the 3rd-order determinant requires the calculation of the remainder

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Origin blog.csdn.net/xuemanqianshan/article/details/132448358
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