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Q.If [413]A=[−484−121−363]\begin{bmatrix} 4 \\ 1 \\ 3 \end{bmatrix} A = \begin{bmatrix} -4 & 8 & 4 \\ -1 & 2 & 1 \\ -3 & 6 & 3 \end{bmatrix}, then order of AA must be: (A) 3×13 \times 1 (B) 1×31 \times 3 (C) 1×11 \times 1 (D) 3×33 \times 3

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The product of a column vector and a row vector yields a matrix whose order is (rows of first) × (columns of second); here 3×33 \times 3.

Understanding Matrix Multiplication and Order

When we multiply two matrices, the order of the resulting matrix is determined by a simple rule: if matrix PP has order m×nm \times n and matrix QQ has order n×pn \times p, then their product PQPQ has order m×pm \times p. The middle dimension nn must match for multiplication to be defined, and it "disappears" in the result.

In this problem, we're multiplying a column vector by a row vector. This is the outer product, which produces a full matrix rather than a scalar (which would be the inner product, row times column).

Step-by-Step Solution

  1. Identify the order of the first matrix

    The first matrix is [413]\begin{bmatrix} 4 \\ 1 \\ 3 \end{bmatrix}, a column vector with 3 rows and 1 column.

    Order: 3×13 \times 1

  2. Identify the order of the second matrix

    The second matrix is [−121]\begin{bmatrix} -1 & 2 & 1 \end{bmatrix}, a row vector with 1 row and 3 columns.

    Order: 1×31 \times 3

  3. Check compatibility and find the resulting order

    For multiplication (3×1)×(1×3)(3 \times 1) \times (1 \times 3):

    • The inner dimensions are both 1, so multiplication is valid ✓
    • The outer dimensions give us the result: 3×33 \times 3
  4. Verify with the actual multiplication (optional but instructive) …

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