Math Problem Statement

Find the normal form of the matrix A and hence find its rank, where A = [[2, 3, -1, -1], [1, -1, -2, -4], [3, 1, 3, -2], [6, 3, 0, -7]].

Solution

To find the normal form (also known as the row echelon form or reduced row echelon form) of the matrix AA, and to determine its rank, we’ll use Gaussian elimination. Here’s the process step-by-step:

Matrix AA

A=[2311112431326307]A = \begin{bmatrix} 2 & 3 & -1 & -1 \\ 1 & -1 & -2 & -4 \\ 3 & 1 & 3 & -2 \\ 6 & 3 & 0 & -7 \end{bmatrix}

Step 1: Create Leading 1 in the First Row, First Column

  1. Divide the first row by 2: R112R1=[1321212]R_1 \to \frac{1}{2} R_1 = \begin{bmatrix} 1 & \frac{3}{2} & -\frac{1}{2} & -\frac{1}{2} \end{bmatrix} So the matrix becomes: [1321212112431326307]\begin{bmatrix} 1 & \frac{3}{2} & -\frac{1}{2} & -\frac{1}{2} \\ 1 & -1 & -2 & -4 \\ 3 & 1 & 3 & -2 \\ 6 & 3 & 0 & -7 \end{bmatrix}

  2. Make the first element of rows 2, 3, and 4 zero by subtracting appropriate multiples of the first row from these rows.

Step 2: Proceed Through Row Operations for Row Echelon Form

Following Gaussian elimination, we’ll reach a matrix with a staircase form, after which we can identify the number of non-zero rows (pivots) to determine the rank.

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Further Questions:

  1. What is the significance of a matrix's rank in linear algebra?
  2. How do elementary row operations affect the determinant of a matrix?
  3. What are the conditions for a matrix to be in reduced row echelon form?
  4. How can rank be used to determine the consistency of a system of linear equations?
  5. What are some applications of row echelon form in real-world problems?

Tip:

In Gaussian elimination, keeping track of each operation helps to avoid errors and verify each step's accuracy.

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Math Problem Analysis

Mathematical Concepts

Linear Algebra
Matrix Operations
Gaussian Elimination

Formulas

Gaussian Elimination process
Row Echelon Form and Reduced Row Echelon Form

Theorems

Rank-Nullity Theorem
Elementary Row Operations

Suitable Grade Level

College Level