Math Problem Statement

Find elementary matrices E1 and E2 so that B = E2 E1 A where A = [7 1; 0 0], B = [14 2; 7 1].

Solution

The problem asks to find elementary matrices E1E_1 and E2E_2 such that:

B=E2E1AB = E_2 E_1 A

where

A=[7100],B=[14271]A = \begin{bmatrix} 7 & 1 \\ 0 & 0 \end{bmatrix}, \quad B = \begin{bmatrix} 14 & 2 \\ 7 & 1 \end{bmatrix}

Strategy

Elementary matrices represent row operations. To find E1E_1 and E2E_2, we need to identify the sequence of row operations that transforms matrix AA into matrix BB.

Let's decompose the problem step by step:

  1. From A to B: We need to perform operations that take AA and turn it into BB.

    \quad \longrightarrow \quad B = \begin{bmatrix} 14 & 2 \\ 7 & 1 \end{bmatrix}$$
  2. Step 1: Doubling the first row: The first row of AA needs to be doubled to turn 77 into 1414 and 11 into 22.

    This can be done by multiplying the first row of AA by 2, which corresponds to applying an elementary matrix E1E_1:

    E1=[2001]E_1 = \begin{bmatrix} 2 & 0 \\ 0 & 1 \end{bmatrix} Applying E1E_1 to AA:

    E1A=[2001][7100]=[14200]E_1 A = \begin{bmatrix} 2 & 0 \\ 0 & 1 \end{bmatrix} \begin{bmatrix} 7 & 1 \\ 0 & 0 \end{bmatrix} = \begin{bmatrix} 14 & 2 \\ 0 & 0 \end{bmatrix}

  3. Step 2: Adding the first row to the second row: To get the second row of BB (which is [7,1][7, 1]), we can add the first row to the second row. This corresponds to applying another elementary matrix E2E_2:

    E2=[1011]E_2 = \begin{bmatrix} 1 & 0 \\ 1 & 1 \end{bmatrix} Applying E2E_2 to E1AE_1 A:

    E2E1A=[1011][14200]=[14271]E_2 E_1 A = \begin{bmatrix} 1 & 0 \\ 1 & 1 \end{bmatrix} \begin{bmatrix} 14 & 2 \\ 0 & 0 \end{bmatrix} = \begin{bmatrix} 14 & 2 \\ 7 & 1 \end{bmatrix}

Thus, the elementary matrices E1E_1 and E2E_2 are:

E1=[2001],E2=[1011]E_1 = \begin{bmatrix} 2 & 0 \\ 0 & 1 \end{bmatrix}, \quad E_2 = \begin{bmatrix} 1 & 0 \\ 1 & 1 \end{bmatrix}

Would you like further explanation or details on any of the steps?


Here are 5 follow-up questions to consider:

  1. What are elementary matrices, and how do they relate to row operations?
  2. Can you reverse the process and find E11E_1^{-1} and E21E_2^{-1}?
  3. How would the process change if matrix AA had different values?
  4. What types of row operations correspond to each elementary matrix?
  5. How do elementary matrices help in solving systems of linear equations?

Tip: When working with elementary matrices, keep in mind that each matrix represents a single, simple row operation like row swapping, scaling, or adding one row to another.

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Math Problem Analysis

Mathematical Concepts

Elementary Matrices
Matrix Multiplication
Row Operations

Formulas

Elementary matrix transformation: B = E2 * E1 * A

Theorems

Properties of Elementary Matrices

Suitable Grade Level

Undergraduate