Math Problem Statement

Is the matrix a = [ 1 2 3 4 5 6 2 4 6 ]invertible? Check it by augmenting A with the identity matrix and trying to find the reduced row echelon form of [a|I]

Solution

To check if a matrix AA is invertible, we need to ensure that the determinant is non-zero. Alternatively, we can perform Gaussian elimination to bring the matrix to its Reduced Row Echelon Form (RREF). If the matrix can be reduced to the identity matrix, then AA is invertible. Otherwise, it is not.

The matrix AA given is a 3x3 matrix:

1 & 2 & 3 \\ 4 & 5 & 6 \\ 2 & 4 & 6 \end{bmatrix}$$ Let's augment $$A$$ with the identity matrix $$I$$, and then attempt to reduce $$[A|I]$$ to row-echelon form. $$[A|I] = \begin{bmatrix} 1 & 2 & 3 & 1 & 0 & 0 \\ 4 & 5 & 6 & 0 & 1 & 0 \\ 2 & 4 & 6 & 0 & 0 & 1 \end{bmatrix}$$ I'll perform the row-reduction steps next.The augmented matrix $$[A|I]$$ reduces to: $$\begin{bmatrix} 1 & 0 & -1 & 0 & \frac{2}{3} & -\frac{5}{6} \\ 0 & 1 & 2 & 0 & -\frac{1}{3} & \frac{2}{3} \\ 0 & 0 & 0 & 1 & 0 & -\frac{1}{2} \end{bmatrix}$$ Notice that the third row contains all zeros in the first three columns, indicating that the original matrix $$A$$ cannot be reduced to the identity matrix on the left side. Therefore, $$A$$ is **not invertible**. ### Summary: - The matrix $$A$$ is not invertible because the row-reduction process fails to produce the identity matrix on the left side. - This result also aligns with the fact that the determinant of $$A$$ would be zero. Would you like more details or have any questions? Here are 5 related questions for further exploration: 1. How do you compute the determinant of a matrix, and why does a zero determinant imply non-invertibility? 2. What is the geometric interpretation of a non-invertible matrix? 3. Can a matrix with linearly dependent rows or columns be invertible? 4. How does Gaussian elimination help in finding the inverse of a matrix? 5. What is the significance of the pivot columns in the RREF process? **Tip:** If a matrix has two identical or proportional rows, it is always non-invertible.

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Math Problem Analysis

Mathematical Concepts

Linear Algebra
Matrix Inversion
Gaussian Elimination
Reduced Row Echelon Form (RREF)

Formulas

Determinant of a matrix
RREF transformation steps

Theorems

Invertibility Theorem
Determinant Theorem (non-zero determinant for invertibility)

Suitable Grade Level

Undergraduate level (Linear Algebra)