Math Problem Statement

what does matrices commuting mean?

Solution

Matrices commuting means that two matrices AA and BB can be multiplied in any order, and the result will be the same. In other words, matrices AA and BB commute if:

AB=BAAB = BA

Explanation:

  1. Matrix Multiplication: Normally, matrix multiplication is not commutative, meaning ABBAAB \neq BA in general.

  2. When They Commute: If AB=BAAB = BA, then we say that AA and BB commute. This is a special condition that holds only for certain pairs of matrices.

Example:

Consider two matrices:

A=(1201),B=(1011)A = \begin{pmatrix} 1 & 2 \\ 0 & 1 \end{pmatrix}, \quad B = \begin{pmatrix} 1 & 0 \\ 1 & 1 \end{pmatrix}

If you compute ABAB and BABA:

AB=(1201)(1011)=(3211)AB = \begin{pmatrix} 1 & 2 \\ 0 & 1 \end{pmatrix} \begin{pmatrix} 1 & 0 \\ 1 & 1 \end{pmatrix} = \begin{pmatrix} 3 & 2 \\ 1 & 1 \end{pmatrix}

BA=(1011)(1201)=(1213)BA = \begin{pmatrix} 1 & 0 \\ 1 & 1 \end{pmatrix} \begin{pmatrix} 1 & 2 \\ 0 & 1 \end{pmatrix} = \begin{pmatrix} 1 & 2 \\ 1 & 3 \end{pmatrix}

Since ABBAAB \neq BA, these matrices do not commute.

Special Cases:

  1. Diagonal Matrices: Diagonal matrices commute with each other.
  2. Identity Matrix: Any matrix commutes with the identity matrix, since AI=IA=AAI = IA = A.
  3. Scalar Matrices: Scalar multiples of matrices often commute.

Would you like more details on conditions when matrices commute or further examples?

Related Questions:

  1. What are examples of matrices that always commute?
  2. How can we prove whether two given matrices commute?
  3. Can non-square matrices ever commute?
  4. Why is matrix multiplication not commutative in general?
  5. What are some applications of commuting matrices in linear algebra?

Tip: If you're studying commutating matrices, focus on cases like diagonal matrices or operators in quantum mechanics, where commuting properties are crucial.

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Math Problem Analysis

Mathematical Concepts

Matrix Multiplication
Commutativity
Linear Algebra

Formulas

AB = BA
Matrix multiplication formula

Theorems

Commutative property of matrices
Matrix identity theorem

Suitable Grade Level

Undergraduate (Linear Algebra)