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Question

If $A = \begin{bmatrix} 1 & 2 & -1 \\ 3 & 4 & 2 \\ 2 & 0 & 1 \end{bmatrix}$ and $B = \begin{bmatrix} 1 & 3 \\ -4 & 0 \\ 2 & 5 \end{bmatrix}$ are two matrices, then which one of the following is incorrect:

The correct answer is
A - B is defined

Understanding Matrix Operations: Defined or Undefined?

This problem asks us to determine which statement regarding operations between two matrices, A and B, is incorrect. Let's first identify the dimensions of the given matrices.

Matrix A is given as:

$ A = \begin{bmatrix} 1 & 2 & -1 \\ 3 & 4 & 2 \\ 2 & 0 & 1 \end{bmatrix} $

Matrix A has 3 rows and 3 columns, so its dimensions are $3 \times 3$.

Matrix B is given as:

$ B = \begin{bmatrix} 1 & 3 \\ -4 & 0 \\ 2 & 5 \end{bmatrix} $

Matrix B has 3 rows and 2 columns, so its dimensions are $3 \times 2$.

Analyzing Matrix Compatibility for Operations

To determine if matrix operations are defined, we need to check the compatibility rules based on their dimensions.

Matrix Multiplication Rules:

  • AB is defined if the number of columns in matrix A equals the number of rows in matrix B.
  • BA is defined if the number of columns in matrix B equals the number of rows in matrix A.

Matrix Addition/Subtraction Rules:

  • A + B or A - B are defined only if matrix A and matrix B have the exact same dimensions (same number of rows and same number of columns).

Evaluating the Given Options

Now, let's apply these rules to the matrices A ($3 \times 3$) and B ($3 \times 2$).

Option 1: AB is defined

Check compatibility for AB:

  • Number of columns in A = 3
  • Number of rows in B = 3

Since the number of columns in A (3) is equal to the number of rows in B (3), the matrix multiplication AB is defined. This statement is correct.

Option 2: BA is not defined

Check compatibility for BA:

  • Number of columns in B = 2
  • Number of rows in A = 3

Since the number of columns in B (2) is not equal to the number of rows in A (3), the matrix multiplication BA is not defined. This statement is correct.

Option 3: A + B is not defined

Check compatibility for A + B:

  • Dimensions of A = $3 \times 3$
  • Dimensions of B = $3 \times 2$

The dimensions of A and B are different. Therefore, the matrix addition A + B is not defined. This statement is correct.

Option 4: A - B is defined

Check compatibility for A - B:

  • Dimensions of A = $3 \times 3$
  • Dimensions of B = $3 \times 2$

The dimensions of A and B are different. Therefore, the matrix subtraction A - B is not defined. The statement claims that 'A - B is defined', which contradicts the rules of matrix operations. This statement is incorrect.

Conclusion

Based on the analysis, the statement "A - B is defined" is the one that is incorrect because matrices A and B do not have the same dimensions required for subtraction.

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