Math Problem Statement

Given matrix M = \( \begin{bmatrix} -5 & 4 \\ -1 & 1 \end{bmatrix} \), find \( M^{-1} \) and verify that \( M \cdot M^{-1} = I \).

Solution

To solve this problem, we need to compute the inverse of matrix MM, verify the result by performing matrix multiplication, and match it with the identity matrix II.

The given matrix MM is: M=[5411]M = \begin{bmatrix} -5 & 4 \\ -1 & 1 \end{bmatrix}

Step 1: Finding M1M^{-1}

For a 2×22 \times 2 matrix [abcd]\begin{bmatrix} a & b \\ c & d \end{bmatrix}, the inverse, if it exists, is given by: M1=1adbc[dbca]M^{-1} = \frac{1}{ad - bc} \begin{bmatrix} d & -b \\ -c & a \end{bmatrix} where adbcad - bc is the determinant of MM.

Let's calculate each component for MM:

  1. Determinant det(M)=(5)(1)(4)(1)=5+4=1\det(M) = (-5)(1) - (4)(-1) = -5 + 4 = -1.
  2. Since the determinant is non-zero, MM is invertible.
  3. Applying the formula, we get: M1=11[1415]=[1415]M^{-1} = \frac{1}{-1} \begin{bmatrix} 1 & -4 \\ 1 & -5 \end{bmatrix} = \begin{bmatrix} -1 & 4 \\ -1 & 5 \end{bmatrix}

Thus, M1=[1415]M^{-1} = \begin{bmatrix} -1 & 4 \\ -1 & 5 \end{bmatrix}.

Step 2: Verifying that MM1=IM \cdot M^{-1} = I

Now, we calculate MM1M \cdot M^{-1} to see if we obtain the identity matrix II.

Matrix Multiplication

MM1=[5411][1415]M \cdot M^{-1} = \begin{bmatrix} -5 & 4 \\ -1 & 1 \end{bmatrix} \begin{bmatrix} -1 & 4 \\ -1 & 5 \end{bmatrix}

  1. First row, first column: (5)(1)+(4)(1)=54=1(-5)(-1) + (4)(-1) = 5 - 4 = 1

  2. First row, second column: (5)(4)+(4)(5)=20+20=0(-5)(4) + (4)(5) = -20 + 20 = 0

  3. Second row, first column: (1)(1)+(1)(1)=11=0(-1)(-1) + (1)(-1) = 1 - 1 = 0

  4. Second row, second column: (1)(4)+(1)(5)=4+5=1(-1)(4) + (1)(5) = -4 + 5 = 1

Thus, MM1=[1001]=IM \cdot M^{-1} = \begin{bmatrix} 1 & 0 \\ 0 & 1 \end{bmatrix} = I, confirming that M1M^{-1} is correct.

Answers for Multiple-Choice Options

From the choices in the image, let's match these calculations to the corresponding expressions:

  1. First row, first column: The correct answer is A:(1)(5)+(4)(1)=1A: (-1)(-5) + (4)(-1) = 1.
  2. First row, second column: The correct answer is D:(5)(4)+(4)(5)=0D: (-5)(4) + (4)(5) = 0.
  3. Second row, first column: The correct answer is C:(1)(1)+(1)(1)=0C: (-1)(-1) + (1)(-1) = 0.
  4. Second row, second column: The correct answer is B:(1)(4)+(1)(5)=1B: (-1)(4) + (1)(5) = 1.

The matrix formed by these values is indeed [1001]\begin{bmatrix} 1 & 0 \\ 0 & 1 \end{bmatrix}, showing that MM1=IM \cdot M^{-1} = I, as required.


Do you want further details or have any questions about this solution?

Further Related Questions:

  1. How do you find the inverse of a 3×33 \times 3 matrix?
  2. What conditions make a matrix non-invertible?
  3. How does matrix multiplication work for general n×nn \times n matrices?
  4. What are the properties of the identity matrix in linear algebra?
  5. How can we verify matrix inverses using determinants?

Tip:

Always double-check the determinant before attempting to find an inverse. A zero determinant means the matrix is non-invertible.

Ask a new question for Free

By Image

Drop file here or Click Here to upload

Math Problem Analysis

Mathematical Concepts

Matrix Inversion
Matrix Multiplication
Identity Matrix

Formulas

Inverse of a 2x2 matrix: \( M^{-1} = \frac{1}{ad - bc} \begin{bmatrix} d & -b \\ -c & a \end{bmatrix} \)
Determinant formula for 2x2 matrix: \( ad - bc \)

Theorems

Inverse matrix theorem
Identity matrix property in matrix multiplication

Suitable Grade Level

Grades 11-12 or college-level linear algebra