Math Problem Statement

Suppose A = [[2, 5], [1, 3]] and B = [[3, -5], [-1, 2]]. Then show that A and B are invertible and are inverses of each other.

Solution

The problem asks to show that matrices AA and BB are invertible and that they are inverses of each other. The given matrices are:

A=(2513),B=(3512)A = \begin{pmatrix} 2 & 5 \\ 1 & 3 \end{pmatrix}, \quad B = \begin{pmatrix} 3 & -5 \\ -1 & 2 \end{pmatrix}

To show that AA and BB are inverses of each other, we need to verify that:

AB=BA=IA \cdot B = B \cdot A = I

Where II is the identity matrix:

I=(1001)I = \begin{pmatrix} 1 & 0 \\ 0 & 1 \end{pmatrix}

Step 1: Compute ABA \cdot B

AB=(2513)(3512)A \cdot B = \begin{pmatrix} 2 & 5 \\ 1 & 3 \end{pmatrix} \cdot \begin{pmatrix} 3 & -5 \\ -1 & 2 \end{pmatrix}

The multiplication is done as follows:

AB=((23+5(1))(2(5)+52)(13+3(1))(1(5)+32))A \cdot B = \begin{pmatrix} (2 \cdot 3 + 5 \cdot (-1)) & (2 \cdot (-5) + 5 \cdot 2) \\ (1 \cdot 3 + 3 \cdot (-1)) & (1 \cdot (-5) + 3 \cdot 2) \end{pmatrix}

Simplifying each element:

AB=((65)(10+10)(33)(5+6))=(1001)A \cdot B = \begin{pmatrix} (6 - 5) & (-10 + 10) \\ (3 - 3) & (-5 + 6) \end{pmatrix} = \begin{pmatrix} 1 & 0 \\ 0 & 1 \end{pmatrix}

So, AB=IA \cdot B = I.

Step 2: Compute BAB \cdot A

BA=(3512)(2513)B \cdot A = \begin{pmatrix} 3 & -5 \\ -1 & 2 \end{pmatrix} \cdot \begin{pmatrix} 2 & 5 \\ 1 & 3 \end{pmatrix}

Similarly, the multiplication is:

BA=((32+(5)1)(35+(5)3)(12+21)(15+23))B \cdot A = \begin{pmatrix} (3 \cdot 2 + (-5) \cdot 1) & (3 \cdot 5 + (-5) \cdot 3) \\ (-1 \cdot 2 + 2 \cdot 1) & (-1 \cdot 5 + 2 \cdot 3) \end{pmatrix}

Simplifying each element:

BA=((65)(1515)(2+2)(5+6))=(1001)B \cdot A = \begin{pmatrix} (6 - 5) & (15 - 15) \\ (-2 + 2) & (-5 + 6) \end{pmatrix} = \begin{pmatrix} 1 & 0 \\ 0 & 1 \end{pmatrix}

So, BA=IB \cdot A = I.

Conclusion

Since AB=IA \cdot B = I and BA=IB \cdot A = I, we have shown that AA and BB are inverses of each other. Therefore, both AA and BB are invertible matrices, and they are each other's inverses.

Would you like more details or explanations on any part of this?

Here are 5 related questions for further practice:

  1. How do you determine if a matrix is invertible?
  2. What is the general formula for the inverse of a 2x2 matrix?
  3. Can a non-square matrix be invertible? Why or why not?
  4. How does matrix multiplication differ from scalar multiplication?
  5. Why is the identity matrix crucial in matrix operations?

Tip: The inverse of a matrix AA, when it exists, satisfies AA1=IA \cdot A^{-1} = I, where II is the identity matrix.

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Math Problem Analysis

Mathematical Concepts

Matrix Inversion
Matrix Multiplication
Linear Algebra

Formulas

A * B = B * A = I
Matrix multiplication rule for 2x2 matrices

Theorems

The Invertible Matrix Theorem

Suitable Grade Level

Grades 10-12 or Undergraduate