Math Problem Statement

Consider the following Gauss elimination and determine the determinant of matrix A after the operations.

Solution

The problem asks for the determinant of matrix AA after performing Gaussian elimination. Based on the image, the elimination involves a sequence of elementary row operations.

Let's break down the key steps:

  1. The original matrix AA is:

    1 & 0 & 3 \\ 0 & 1 & 0 \\ 0 & 0 & 1 \end{bmatrix}$$
  2. First operation E1E_1: No row swapping or scaling seems to have been done in this case.

  3. Second operation E2E_2: The matrix changes to:

    1 & 0 & 0 \\ 0 & 7 & 0 \\ 0 & 0 & 1 \end{bmatrix}$$ This looks like a multiplication of the second row by 7.
  4. Third operation E3E_3: The final matrix becomes:

    1 & 0 & 0 \\ 0 & 1 & 0 \\ 0 & 0 & 1 \end{bmatrix}$$ The second row is divided by 7, effectively restoring the identity matrix.

Determinant Calculation:

  • The determinant of the original matrix AA is affected by these operations:
    • Scaling the second row by 7 multiplies the determinant by 7.
    • Dividing the second row by 7 divides the determinant by 7.

Hence, the determinant of AA remains unchanged after these operations. Since AA is initially a triangular matrix with diagonal elements 1, 1, and 1, its determinant is:

det(A)=1\text{det}(A) = 1

Would you like any further details or explanations on the process?

Follow-up Questions:

  1. What is the determinant of a matrix when an elementary row swap is involved?
  2. How does multiplying a row by a scalar affect the determinant?
  3. What is the determinant of a diagonal matrix?
  4. How can the determinant be used to check for matrix invertibility?
  5. What are the steps for Gaussian elimination?

Tip:

The determinant of an upper or lower triangular matrix is simply the product of its diagonal elements.

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Math Problem Analysis

Mathematical Concepts

Gaussian Elimination
Determinants
Elementary Row Operations

Formulas

det(A) = product of diagonal elements for triangular matrices

Theorems

Properties of determinants under row operations
Determinants of triangular matrices

Suitable Grade Level

Undergraduate Linear Algebra