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Assume X, Y, Z, W and P are matrices of...

Assume X, Y, Z, W and P are matrices of order ` 2 xx n, 3 xx k, 2 xx p, n xx 3 andp xx k`, respectively. The restriction on n, k and p so that PY + WY will be difined are

A

k = 3, p = n

B

k is arbitrary , p = 2

C

p is arbitrary , k = 3

D

k = 2, p = 3

Text Solution

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The correct Answer is:
To determine the restrictions on \( n \), \( k \), and \( p \) so that \( PY + WY \) is defined, we need to analyze the dimensions of the matrices involved. ### Step-by-Step Solution: 1. **Identify the dimensions of the matrices**: - \( P \) is of order \( p \times k \) - \( Y \) is of order \( 3 \times k \) - \( W \) is of order \( n \times 3 \) 2. **Determine the condition for \( PY \)**: - For the matrix multiplication \( PY \) to be defined, the number of columns in \( P \) must equal the number of rows in \( Y \). - Thus, we have: \[ k = 3 \] 3. **Determine the condition for \( WY \)**: - For the matrix multiplication \( WY \) to be defined, the number of columns in \( W \) must equal the number of rows in \( Y \). - Thus, we have: \[ 3 = 3 \quad \text{(This condition is always satisfied)} \] 4. **Determine the condition for the sum \( PY + WY \)**: - For \( PY + WY \) to be defined, both matrices must have the same dimensions. - The dimensions of \( PY \) are \( p \times k \) and the dimensions of \( WY \) are \( n \times k \). - Therefore, we need: \[ p = n \] 5. **Summarize the restrictions**: - From the analysis, we conclude that: - \( k = 3 \) - \( p = n \) ### Final Answer: The restrictions on \( n \), \( k \), and \( p \) so that \( PY + WY \) is defined are: - \( k = 3 \) - \( p = n \)
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