Math Problem Statement

Given that $A = \begin{bmatrix} 1 & 0 & -1 \ -3 & 1 & 3 \ 0 & 0 & 1 \end{bmatrix}$, let's calculate its A^-1

Solution

To find the inverse of the matrix A=[101313001]A = \begin{bmatrix} 1 & 0 & -1 \\ -3 & 1 & 3 \\ 0 & 0 & 1 \end{bmatrix}, we'll go through the following steps:

  1. Check if the Matrix is Invertible:
    A matrix is invertible if its determinant is non-zero. So, let's calculate the determinant of AA.

  2. Calculate the Determinant: det(A)=1130103301+(1)3100\det(A) = 1 \cdot \begin{vmatrix} 1 & 3 \\ 0 & 1 \end{vmatrix} - 0 \cdot \begin{vmatrix} -3 & 3 \\ 0 & 1 \end{vmatrix} + (-1) \cdot \begin{vmatrix} -3 & 1 \\ 0 & 0 \end{vmatrix} Simplifying each minor: =1(1130)1(3010)=1= 1 \cdot (1 \cdot 1 - 3 \cdot 0) - 1 \cdot (-3 \cdot 0 - 1 \cdot 0) = 1 Since the determinant is 1, AA is invertible.

  3. Find the Inverse of AA Using Row Reduction or Adjoint Method: We can find A1A^{-1} by using row reduction on the augmented matrix [AI][A | I] where II is the identity matrix. Alternatively, using the cofactor method, the result will be: A1=[101310001]A^{-1} = \begin{bmatrix} 1 & 0 & 1 \\ 3 & 1 & 0 \\ 0 & 0 & 1 \end{bmatrix}

Thus, the inverse of AA is: A1=[101310001]A^{-1} = \begin{bmatrix} 1 & 0 & 1 \\ 3 & 1 & 0 \\ 0 & 0 & 1 \end{bmatrix}

Would you like further details on any of these steps?

Additional Questions

  1. How can we verify that A1A^{-1} is indeed the inverse of AA?
  2. What happens if the determinant of a matrix is zero?
  3. How can we calculate the inverse of a 4x4 matrix?
  4. Are there cases when a matrix doesn't have an inverse even if it's square?
  5. How does row reduction work for finding the inverse of a matrix?

Tip

For small matrices (like 2x2 or 3x3), calculating the inverse manually is manageable, but for larger matrices, software or calculators are helpful to avoid errors.

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Math Problem Analysis

Mathematical Concepts

Matrix Algebra
Matrix Inversion
Determinants

Formulas

Determinant formula for 3x3 matrix
Inverse formula for a 3x3 matrix using minors and cofactors

Theorems

Matrix Inverse Existence Theorem (invertibility requires non-zero determinant)

Suitable Grade Level

Grades 11-12