Math Problem Statement
If A and B are 3 × 8-matrices, and C is a 7 × 3-matrix, which of the following are defined? Check all boxes that apply: A. B + C, B. B + A, C. BC, D. CB + 2A, E. CB
Solution
The problem in the image asks about matrix operations and their validity given the dimensions of the matrices. Here's how we can evaluate each option:
- Matrix Dimensions:
- and are both matrices.
- is a matrix.
Now, let’s analyze each option:
Option A:
- Matrix addition requires the matrices to have the same dimensions.
- is , and is , so they do not have matching dimensions.
- Not defined.
Option B:
- Both and are matrices.
- Since their dimensions match, matrix addition is defined.
- Defined.
Option C:
- For matrix multiplication, the number of columns of the first matrix must equal the number of rows of the second matrix.
- is and is , so the number of columns of (8) does not match the number of rows of (7).
- Not defined.
Option D:
- First, evaluate :
- is and is .
- The number of columns of (3) matches the number of rows of (3), so the matrix product is defined and will have dimensions .
- Now, evaluate :
- is . The scalar multiplication will still be a matrix.
- However, you cannot add a matrix (from ) to a matrix (from ), as their dimensions are different.
- Not defined.
Option E:
- As previously discussed in Option D, is and is .
- The matrix multiplication is defined and results in a matrix.
- Defined.
Conclusion:
The valid (defined) options are B (B + A) and E (CB).
Let me know if you would like further details or have any questions!
Here are 5 questions to expand on the topic:
- How can matrix multiplication be generalized for arbitrary dimensions?
- What are the conditions required for matrix addition?
- If matrix is and matrix is , what will be the dimensions of ?
- How does scalar multiplication differ from matrix multiplication?
- What happens when you multiply a matrix by its transpose?
Tip: Always check the dimensions of the matrices involved before performing operations to avoid undefined results.
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Math Problem Analysis
Mathematical Concepts
Matrix addition
Matrix multiplication
Matrix dimensions
Formulas
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Theorems
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Suitable Grade Level
Grades 11-12 or early college (Linear Algebra)