Math Problem Statement

A is a 6 ✕ 2 matrix, B is a 2 ✕ 3 matrix, and C is a 3 ✕ 4 matrix. Determine if the following matrix operations are possible. If the operation is possible, give the size of the resulting matrix. (If an answer does not exist, enter DNE.) (a) AB size = ✕

(b) BC size = ✕

(c) AC size = ✕

(d) (AB)C size = ✕

Solution

Let's go through each of the matrix operations to determine if they are possible and, if so, calculate the resulting matrix size.

(a) ABAB

  • AA is a 6×26 \times 2 matrix.
  • BB is a 2×32 \times 3 matrix.

To multiply two matrices, the number of columns in the first matrix must equal the number of rows in the second matrix. Here, the number of columns of AA (which is 2) equals the number of rows of BB (which is 2), so the multiplication is possible.

The size of the resulting matrix is determined by the number of rows of the first matrix and the number of columns of the second matrix. So the size of ABAB will be: size of AB=6×3\text{size of } AB = 6 \times 3

(b) BCBC

  • BB is a 2×32 \times 3 matrix.
  • CC is a 3×43 \times 4 matrix.

Again, the number of columns in BB (3) matches the number of rows in CC (3), so the multiplication is possible.

The resulting matrix will have the number of rows of BB and the number of columns of CC. Therefore, the size of BCBC is: size of BC=2×4\text{size of } BC = 2 \times 4

(c) ACAC

  • AA is a 6×26 \times 2 matrix.
  • CC is a 3×43 \times 4 matrix.

Here, the number of columns of AA (2) does not match the number of rows of CC (3), so this multiplication is not possible.

Thus, the answer for this operation is: size of AC=DNE (Does Not Exist)\text{size of } AC = \text{DNE} \ (\text{Does Not Exist})

(d) (AB)C(AB)C

We already determined that ABAB is possible and results in a 6×36 \times 3 matrix. Now, we need to check if (AB)C(AB)C is possible.

  • ABAB is a 6×36 \times 3 matrix.
  • CC is a 3×43 \times 4 matrix.

Since the number of columns of ABAB (3) matches the number of rows of CC (3), this multiplication is possible.

The resulting matrix will have the number of rows of ABAB and the number of columns of CC. Therefore, the size of (AB)C(AB)C is: size of (AB)C=6×4\text{size of } (AB)C = 6 \times 4

Final Answers:

(a) ABAB → size = 6×36 \times 3

(b) BCBC → size = 2×42 \times 4

(c) ACAC → size = DNE

(d) (AB)C(AB)C → size = 6×46 \times 4


Would you like more details or have any other questions?

Here are five related questions to expand your understanding:

  1. What are the rules for matrix multiplication involving square matrices?
  2. How would you compute the actual values of ABAB and BCBC if given matrix entries?
  3. What happens if you try to multiply matrices of incompatible sizes?
  4. What is the significance of matrix dimensions in linear transformations?
  5. How does matrix multiplication relate to systems of equations?

Tip: Always check the compatibility of dimensions before multiplying matrices to avoid unnecessary calculations!

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Math Problem Analysis

Mathematical Concepts

Matrix Multiplication
Linear Algebra

Formulas

Matrix multiplication rule: The number of columns of the first matrix must match the number of rows of the second matrix.
Resulting matrix size: The resulting matrix has the rows of the first matrix and the columns of the second matrix.

Theorems

Matrix multiplication theorem

Suitable Grade Level

Undergraduate, High School (Grades 11-12)