Math Problem Statement
Solution
To calculate the determinant of matrix , we need to consider the sequence of operations performed during Gaussian elimination. Gaussian elimination involves row operations, which can affect the determinant as follows:
- Row Swapping: Changes the sign of the determinant.
- Row Multiplication by a Scalar: Multiplies the determinant by that scalar.
- 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:
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 is:
Let me know if you want further details or explanations!
Here are five related questions to expand your understanding:
- How do elementary row operations impact a matrix's determinant?
- Why is the determinant of an upper triangular matrix simply the product of its diagonal entries?
- Can the determinant be used to test if a matrix is invertible? Why or why not?
- How does the determinant relate to eigenvalues of a matrix?
- 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.
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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)