Math Problem Statement

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

Solution

To calculate the determinant of matrix AA, we need to consider the sequence of operations performed during Gaussian elimination. Gaussian elimination involves row operations, which can affect the determinant as follows:

  1. Row Swapping: Changes the sign of the determinant.
  2. Row Multiplication by a Scalar: Multiplies the determinant by that scalar.
  3. Adding/Subtracting a Multiple of One Row to Another: Does not change the determinant.

Here are the steps based on the Gaussian elimination process provided:

  • The final matrix after all transformations is -3 & -9 & 3 \\ 0 & 8 & 3 \\ 0 & 0 & -1 \end{bmatrix}$$

Determinant of the Final Matrix:

The determinant of an upper triangular matrix is the product of its diagonal elements: det(A)=(3)(8)(1)=24.\text{det}(A) = (-3) \cdot (8) \cdot (-1) = 24.

Verifying Determinant Adjustments:

  • None of the row operations in the elimination steps change the determinant’s value significantly (row scaling or swapping are not explicitly mentioned).

Thus, the determinant of AA is:

24\boxed{24}

Let me know if you want further details or explanations!


Here are five related questions to expand your understanding:

  1. How do elementary row operations impact a matrix's determinant?
  2. Why is the determinant of an upper triangular matrix simply the product of its diagonal entries?
  3. Can the determinant be used to test if a matrix is invertible? Why or why not?
  4. How does the determinant relate to eigenvalues of a matrix?
  5. What are the real-life applications of determinants in physics or engineering?

Tip: Always ensure that you track the row operations and their effects on the determinant when performing Gaussian elimination.

Ask a new question for Free

By Image

Drop file here or Click Here to upload

Math Problem Analysis

Mathematical Concepts

Linear Algebra
Gaussian Elimination
Determinants
Matrix Transformations

Formulas

Determinant of a triangular matrix: det(A) = product of diagonal elements
Effect of row operations on determinant

Theorems

Determinant Multiplicativity: det(AB) = det(A) * det(B)
Determinant of upper triangular matrix is the product of its diagonal entries

Suitable Grade Level

Undergraduate Level or Advanced High School (Grades 11-12)