Chapter 12: Problem 45
Solve each system of equations using matrices (row operations). If the system has no solution, say that it is inconsistent. $$ \left\\{\begin{array}{r} 2 x+3 y=6 \\ x-y=\frac{1}{2} \end{array}\right. $$
Short Answer
Expert verified
The solution is \( x = \frac{3}{2} \) and \( y = 1 \).
Step by step solution
01
Write the system in matrix form
First, express the given system of equations in terms of an augmented matrix:\[\begin{pmatrix}2 & 3 & | & 6 \1 & -1 & | & \frac{1}{2}\end{pmatrix}\]
02
Create a leading 1 in the first row
We already have a leading 1 in the second row first column, so we swap the first row with the second row:\[\begin{pmatrix}1 & -1 & | & \frac{1}{2} \2 & 3 & | & 6\end{pmatrix}\]
03
Eliminate the first column of the second row
Use row operations to make the element below the leading 1 in the first column, i.e., the first element of the second row, zero:Row 2 - 2 * Row 1:\[\begin{pmatrix}1 & -1 & | & \frac{1}{2} \0 & 5 & | & 5\end{pmatrix}\]
04
Create a leading 1 in the second row
Divide the entire second row by 5 to create a leading 1:\[\begin{pmatrix}1 & -1 & | & \frac{1}{2} \0 & 1 & | & 1\end{pmatrix}\]
05
Eliminate the second column of the first row
Use row operations to make the element above the leading 1 in the second row (i.e., the second element of the first row) zero:Row 1 + Row 2:\[\begin{pmatrix}1 & 0 & | & \frac{3}{2} \0 & 1 & | & 1\end{pmatrix}\]
06
Interpret the result
The resulting matrix corresponds to the system:\[\begin{array}{c}x = \frac{3}{2} \y = 1\end{array}\]Thus, the solution to the system of equations is \( x = \frac{3}{2} \) and \( y = 1 \).
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Key Concepts
These are the key concepts you need to understand to accurately answer the question.
Augmented Matrix
To solve a system of equations using matrices, we first need to convert the system into an augmented matrix. An augmented matrix combines the coefficients of the variables and the constants from the equations into a single matrix. For instance, the system of equations given is:
\[ 2x + 3y = 6 \ x - y = \frac{1}{2} \]
Its augmented matrix form looks like this: \[ \begin{pmatrix} 2 & 3 & | & 6 \ 1 & -1 & | & \frac{1}{2} \ \end{pmatrix} \] The vertical bar separates the coefficients from the constants. This matrix format makes row operations easier to apply.
\[ 2x + 3y = 6 \ x - y = \frac{1}{2} \]
Its augmented matrix form looks like this: \[ \begin{pmatrix} 2 & 3 & | & 6 \ 1 & -1 & | & \frac{1}{2} \ \end{pmatrix} \] The vertical bar separates the coefficients from the constants. This matrix format makes row operations easier to apply.
Row Operations
Row operations help manipulate the augmented matrix to find the solution of the system. They include:
\[ \begin{pmatrix} 1 & -1 & | & \frac{1}{2} \ 2 & 3 & | & 6 \ \end{pmatrix} \] These operations are powerful tools for solving systems.
- Swapping rows
- Multiplying a row by a non-zero constant
- Adding or subtracting rows
\[ \begin{pmatrix} 1 & -1 & | & \frac{1}{2} \ 2 & 3 & | & 6 \ \end{pmatrix} \] These operations are powerful tools for solving systems.
Leading 1
The 'leading 1' simplifies the matrix one step at a time. By turning leading coefficients of each row into 1, we create a reference point for eliminating other coefficients in the column. For example, in Step 4, we divided the second row by 5 to create a leading 1:
\[ \begin{pmatrix} 1 & -1 & | & \frac{1}{2} \ 0 & 1 & | & 1 \ \end{pmatrix} \] The first row already has a leading 1. This sets us up for further simplifying the matrix to find solutions.
\[ \begin{pmatrix} 1 & -1 & | & \frac{1}{2} \ 0 & 1 & | & 1 \ \end{pmatrix} \] The first row already has a leading 1. This sets us up for further simplifying the matrix to find solutions.
Inconsistent System
An inconsistent system has no solutions. It happens when row operations lead to a contradiction, like 0 = 5. In this example, after performing our operations, we didn't encounter such a row, indicating there's no contradiction. Hence, the system is **consistent**. Recognizing inconsistencies early can save you time in solving.
Solution of System of Equations
Once the augmented matrix is in reduced form, we find the solutions by interpreting the matrix back into equations. From: \[ \begin{pmatrix} 1 & 0 & | & \frac{3}{2} \ 0 & 1 & | & 1 \ \end{pmatrix} \] This converts to:
\[ x = \frac{3}{2},\text{ } y = 1 \] Thus, the solution to our original equations is \ (x = \frac{3}{2},\text{ } y = 1) \. This process illustrates how matrix operations simplify solving complex systems.
\[ x = \frac{3}{2},\text{ } y = 1 \] Thus, the solution to our original equations is \ (x = \frac{3}{2},\text{ } y = 1) \. This process illustrates how matrix operations simplify solving complex systems.