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Matrix X has r rows and c columns, and m...

Matrix X has r rows and c columns, and matrix Y has c rows and d columns, where r, c and d are different. Which of the follwing statements must be true?
I. The product YX exists.
II. The product of XY exists and has r rows and d columns.
III. the product XY exists and has c rows and c columns.

A

I only

B

II only

C

III only

D

I and II

Text Solution

AI Generated Solution

The correct Answer is:
To solve the problem, we need to analyze the statements regarding the multiplication of matrices X and Y based on their dimensions. 1. **Understanding the dimensions of the matrices:** - Matrix X has dimensions \( R \times C \) (R rows and C columns). - Matrix Y has dimensions \( C \times D \) (C rows and D columns). 2. **Analyzing Statement I: The product YX exists.** - For the product \( YX \) to exist, the number of columns in Y must equal the number of rows in X. - Matrix Y has \( D \) columns and matrix X has \( R \) rows. - Since \( D \) (columns of Y) is not equal to \( R \) (rows of X), the product \( YX \) does not exist. - Therefore, **Statement I is false**. 3. **Analyzing Statement II: The product XY exists and has R rows and D columns.** - For the product \( XY \) to exist, the number of columns in X must equal the number of rows in Y. - Matrix X has \( C \) columns and matrix Y has \( C \) rows. - Since they are equal, the product \( XY \) exists. - The resulting matrix will have dimensions equal to the number of rows in X and the number of columns in Y, which is \( R \times D \). - Therefore, **Statement II is true**. 4. **Analyzing Statement III: The product XY exists and has C rows and C columns.** - As established, the product \( XY \) exists and has dimensions \( R \times D \). - Since \( R \) and \( D \) are different from \( C \), the resulting matrix does not have \( C \) rows and \( C \) columns. - Therefore, **Statement III is false**. 5. **Conclusion:** - The only statement that is true is Statement II. Thus, the correct answer is that only Statement II is correct. ### Final Answer: - **Only Statement II is correct.**

To solve the problem, we need to analyze the statements regarding the multiplication of matrices X and Y based on their dimensions. 1. **Understanding the dimensions of the matrices:** - Matrix X has dimensions \( R \times C \) (R rows and C columns). - Matrix Y has dimensions \( C \times D \) (C rows and D columns). 2. **Analyzing Statement I: The product YX exists.** - For the product \( YX \) to exist, the number of columns in Y must equal the number of rows in X. ...
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