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:
    • AA and BB are both 3×83 \times 8 matrices.
    • CC is a 7×37 \times 3 matrix.

Now, let’s analyze each option:

Option A: B+CB + C

  • Matrix addition requires the matrices to have the same dimensions.
  • BB is 3×83 \times 8, and CC is 7×37 \times 3, so they do not have matching dimensions.
  • Not defined.

Option B: B+AB + A

  • Both BB and AA are 3×83 \times 8 matrices.
  • Since their dimensions match, matrix addition is defined.
  • Defined.

Option C: BCBC

  • For matrix multiplication, the number of columns of the first matrix must equal the number of rows of the second matrix.
  • BB is 3×83 \times 8 and CC is 7×37 \times 3, so the number of columns of BB (8) does not match the number of rows of CC (7).
  • Not defined.

Option D: CB+2ACB + 2A

  • First, evaluate CBCB:
    • CC is 7×37 \times 3 and BB is 3×83 \times 8.
    • The number of columns of CC (3) matches the number of rows of BB (3), so the matrix product CBCB is defined and will have dimensions 7×87 \times 8.
  • Now, evaluate 2A2A:
    • AA is 3×83 \times 8. The scalar multiplication 2A2A will still be a 3×83 \times 8 matrix.
    • However, you cannot add a 7×87 \times 8 matrix (from CBCB) to a 3×83 \times 8 matrix (from 2A2A), as their dimensions are different.
  • Not defined.

Option E: CBCB

  • As previously discussed in Option D, CC is 7×37 \times 3 and BB is 3×83 \times 8.
  • The matrix multiplication is defined and results in a 7×87 \times 8 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:

  1. How can matrix multiplication be generalized for arbitrary dimensions?
  2. What are the conditions required for matrix addition?
  3. If matrix AA is m×nm \times n and matrix BB is n×pn \times p, what will be the dimensions of ABAB?
  4. How does scalar multiplication differ from matrix multiplication?
  5. 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)