Math Problem Statement

Starting with a square matrix A, the following sequence of operations produces B. (a) R1 is swapped with R2. R3 is replaced by (1/3)R3. R4 is replaced by R4 + R1. What is the determinant of B? From matrix C, the following sequence of row operations produces the matrix D. (b) R1 is swapped with R2. R2 is replaced by 3R2. R3 is replaced by R3 + 5R2. If D = [[-1, -7, 0], [0, 6, -1], [0, 0, 3]], what is the determinant of C?

Solution

Let's solve this problem step by step. It involves understanding how row operations affect the determinant of a matrix.


(a) Row Operations on Matrix AA

The operations applied are:

  1. R1R_1 is swapped with R2R_2: Swapping two rows changes the sign of the determinant.
  2. R3R_3 is replaced by 13R3\frac{1}{3} R_3: Scaling a row by 13\frac{1}{3} scales the determinant by 13\frac{1}{3}.
  3. R4R_4 is replaced by R4+R1R_4 + R_1: Adding a multiple of one row to another does not change the determinant.

Let det(A)\det(A) be the determinant of matrix AA. After these operations: det(B)=13det(A)\det(B) = -\frac{1}{3} \det(A) Here, the negative sign comes from the row swap, and the scaling by 13\frac{1}{3} comes from the scaling of R3R_3.

Answer for (a): det(B)=13det(A)\det(B) = -\frac{1}{3} \det(A).


(b) Row Operations on Matrix CC

Given the row operations and the matrix DD:

  1. R1R_1 is swapped with R2R_2: Changes the sign of the determinant.
  2. R2R_2 is replaced by 3R23 R_2: Scaling a row by 3 scales the determinant by 3.
  3. R3R_3 is replaced by R3+5R2R_3 + 5 R_2: Adding a multiple of one row to another does not change the determinant.

Given that: D=[170061003]D = \begin{bmatrix} -1 & -7 & 0 \\ 0 & 6 & -1 \\ 0 & 0 & 3 \end{bmatrix} we know that det(D)=det(C)(1)3\det(D) = \det(C) \cdot (-1) \cdot 3, where:

  • 1-1 comes from the swap,
  • 33 comes from scaling R2R_2.

Calculate det(D)\det(D): det(D)=(1)(6)(3)=18\det(D) = (-1)(6)(3) = -18 Thus: det(C)=det(D)3=183=6\det(C) = \frac{\det(D)}{-3} = \frac{-18}{-3} = 6

Answer for (b): det(C)=6\det(C) = 6.


Summary

  • (a) det(B)=13det(A)\det(B) = -\frac{1}{3} \det(A)
  • (b) det(C)=6\det(C) = 6

Would you like further clarification or step-by-step breakdowns of any specific part? Here are 5 related questions to deepen understanding:

  1. How do elementary row operations affect the determinant of a matrix?
  2. What is the determinant of a matrix after multiple row swaps?
  3. Can scaling multiple rows simultaneously affect the determinant similarly?
  4. How is the determinant impacted if you replace a row by adding it to a scaled version of another row?
  5. Can you provide examples of matrices with determinant zero and explain why?

Tip: When performing row operations, always remember how each operation impacts the determinant, especially swaps and scalings!

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Math Problem Analysis

Mathematical Concepts

Linear Algebra
Determinants
Row Operations

Formulas

Effect of row swapping: determinant changes sign
Effect of row scaling: determinant scales by the scaling factor
Effect of adding a row multiple: determinant remains unchanged

Theorems

Properties of determinants under row operations

Suitable Grade Level

Undergraduate