Math Problem Statement

Use row operation to find the inverse of the matrix A= [Row1:1,-2,0,2 and R2:-1,3,1,-2 and R3:-1,5,3,-2 and R4:0,7,7,0],if it exists

Solution

To find the inverse of the matrix AA using row operations, we'll perform Gaussian elimination on the augmented matrix [AI][A | I], where II is the identity matrix. The goal is to transform the matrix AA into the identity matrix II. If successful, the right side of the augmented matrix will be the inverse of AA.

Given matrix AA:

1 & -2 & 0 & 2 \\ -1 & 3 & 1 & -2 \\ -1 & 5 & 3 & -2 \\ 0 & 7 & 7 & 0 \end{pmatrix}$$ We start by forming the augmented matrix $$[A | I]$$: $$[A | I] = \begin{pmatrix} 1 & -2 & 0 & 2 & | & 1 & 0 & 0 & 0 \\ -1 & 3 & 1 & -2 & | & 0 & 1 & 0 & 0 \\ -1 & 5 & 3 & -2 & | & 0 & 0 & 1 & 0 \\ 0 & 7 & 7 & 0 & | & 0 & 0 & 0 & 1 \end{pmatrix}$$ ### Step 1: Make the first pivot element 1 The first element of the first row is already 1, so we don't need to change the first row. ### Step 2: Eliminate below the first pivot Add $$R1$$ to $$R2$$ to eliminate the first element in the second row: $$R2 \rightarrow R2 + R1 = \begin{pmatrix} 0 & 1 & 1 & 0 & | & 0 & 1 & 0 & 0 \end{pmatrix}$$ Add $$R1$$ to $$R3$$ to eliminate the first element in the third row: $$R3 \rightarrow R3 + R1 = \begin{pmatrix} 0 & 3 & 3 & 0 & | & 0 & 0 & 1 & 0 \end{pmatrix}$$ No change is needed for $$R4$$ because its first element is already 0. The matrix now looks like this: $$\begin{pmatrix} 1 & -2 & 0 & 2 & | & 1 & 0 & 0 & 0 \\ 0 & 1 & 1 & 0 & | & 1 & 1 & 0 & 0 \\ 0 & 3 & 3 & 0 & | & 1 & 0 & 1 & 0 \\ 0 & 7 & 7 & 0 & | & 0 & 0 & 0 & 1 \end{pmatrix}$$ ### Step 3: Make the second pivot element 1 The second pivot element is already 1 in $$R2$$. ### Step 4: Eliminate below the second pivot Subtract $$3 \times R2$$ from $$R3$$: $$R3 \rightarrow R3 - 3 \times R2 = \begin{pmatrix} 0 & 0 & 0 & 0 & | & -3 & -3 & 1 & 0 \end{pmatrix}$$ Subtract $$7 \times R2$$ from $$R4$$: $$R4 \rightarrow R4 - 7 \times R2 = \begin{pmatrix} 0 & 0 & 0 & 0 & | & -7 & -7 & 0 & 1 \end{pmatrix}$$ Now the matrix is: $$\begin{pmatrix} 1 & -2 & 0 & 2 & | & 1 & 0 & 0 & 0 \\ 0 & 1 & 1 & 0 & | & 1 & 1 & 0 & 0 \\ 0 & 0 & 0 & 0 & | & -3 & -3 & 1 & 0 \\ 0 & 0 & 0 & 0 & | & -7 & -7 & 0 & 1 \end{pmatrix}$$ ### Step 5: Check for further pivot elements At this stage, we see that the third and fourth rows have zeros in all elements of $$A$$, but not in the corresponding identity columns, indicating that the matrix is **singular**. Since we have a row of zeros in the coefficient matrix $$A$$ without a corresponding row of zeros in the identity matrix, $$A$$ does **not** have an inverse. ### Conclusion The matrix $$A$$ does not have an inverse. --- Do you want more details on any of the steps, or have any questions? Here are some follow-up questions: 1. How can you determine if a matrix is invertible without row operations? 2. What does it mean when a matrix is singular? 3. How can you apply row operations to solve a system of equations? 4. What are some other methods for finding the inverse of a matrix? 5. How can you check your answer after finding the inverse of a matrix? **Tip:** A square matrix has an inverse only if its determinant is non-zero.

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Math Problem Analysis

Mathematical Concepts

Matrix Operations
Gaussian Elimination
Matrix Inverse

Formulas

Augmented Matrix

Theorems

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Suitable Grade Level

Advanced College Level