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Use Cramer's rule to solve each system of equations. If \(D=0,\) use another method to complete the solution. $$\begin{aligned}&4 x-y+3 z=-3\\\&3 x+y+z=0\\\&2 x-y+4 z=0\end{aligned}$$

Short Answer

Expert verified
The solution is \(x = 3, y = -6, z = -2.6\).

Step by step solution

01

Write the System in Matrix Form

Represent the system of equations in matrix form as \( AX = B \), where \( A \) is the matrix of coefficients, \( X \) is the column matrix \([x, y, z]^T\), and \( B \) is the column matrix of constants. The given system is: \[\begin{bmatrix} 4 & -1 & 3 \3 & 1 & 1 \2 & -1 & 4\end{bmatrix} \begin{bmatrix} x \ y \ z \end{bmatrix} = \begin{bmatrix} -3 \ 0 \ 0 \end{bmatrix}\]
02

Calculate the Determinant of A (Denoted as D)

Calculate the determinant of the coefficient matrix \( A \) to determine if Cramer's rule can be applied. The determinant is:\[D = \begin{vmatrix} 4 & -1 & 3 \3 & 1 & 1 \2 & -1 & 4\end{vmatrix}\]Using row expansion, calculate:\[D = 4 \begin{vmatrix} 1 & 1 \ -1 & 4 \end{vmatrix} + 1 \begin{vmatrix} 3 & 1 \ 2 & 4 \end{vmatrix} + 3 \begin{vmatrix} 3 & 1 \ 2 & -1 \end{vmatrix}\]Perform the calculations for each 2x2 determinant, then solve for the total determinant:\[D = 4(1 \cdot 4 - 1 \cdot -1) - 1(3 \cdot 4 - 1 \cdot 2) + 3(3 \cdot -1 - 1 \cdot 2)\]\[D = 4(4 + 1) - 1(12 - 2) + 3(-3 - 2)\]\[D = 4 \cdot 5 - 1 \cdot 10 + 3 \cdot -5\]\[D = 20 - 10 - 15\]\[D = -5\]
03

Calculate Determinants for Cramer's Rule

With \( D eq 0 \), use Cramer's Rule. Find the determinants \( D_x, D_y, \) and \( D_z \):1. \( D_x \) (replace the first column of \( A \) with \( B \)):\[D_x = \begin{vmatrix} -3 & -1 & 3 \0 & 1 & 1 \0 & -1 & 4\end{vmatrix}\]Calculate:\[D_x = -3\left(1 \cdot 4 - (-1) \cdot 1\right) -1\left(0\cdot 4 - 0\cdot -1\right) + 3\left(0\cdot -1 - 1 \cdot 0\right)\]\[D_x = -3 \cdot 5 = -15\]2. \( D_y \) (replace the second column of \( A \) with \( B \)):\[D_y = \begin{vmatrix} 4 & -3 & 3 \3 & 0 & 1 \2 & 0 & 4\end{vmatrix}\]Calculate:\[D_y = 4(0 \cdot 4 - 0 \cdot 1) - (-3)(3 \cdot 4 - 1 \cdot 2) + 3(3 \cdot 0 - 0 \cdot 2)\]\[D_y = 0 + 3(12 - 2) = 30\]3. \( D_z \) (replace the third column of \( A \) with \( B \)):\[D_z = \begin{vmatrix} 4 & -1 & -3 \3 & 1 & 0 \2 & -1 & 0\end{vmatrix}\]Calculate:\[D_z = 4(1 \cdot 0 - (-1)\cdot 0) - (-1)(3\cdot 0 - 1\cdot 2) + (-3)(3\cdot -1 -1\cdot2)\]\[D_z = 0 - 2 + 3(3 \cdot 1 + 1\cdot 2) = 0 - 2 + 3(3 - 2)= 13\]
04

Solve for the Variables

Use Cramer's Rule to find \( x, y, \) and \( z \):\[ x = \frac{D_x}{D}, \quad y = \frac{D_y}{D}, \quad z = \frac{D_z}{D} \]Plug in the values:\[ x = \frac{-15}{-5} = 3, \quad y = \frac{30}{-5} = -6, \quad z = \frac{13}{-5} = -2.6 \]
05

Verify the Solution

Substitute \( x = 3, y = -6, z = -2.6 \) back into the original equations to check correctness.1. First equation: \( 4(3) - (-6) + 3(-2.6) = -3 \). Check if holds true.2. Second equation: \( 3(3) + (-6) + (-2.6) = 0 \). Check if holds true.3. Third equation: \( 2(3) - (-6) + 4(-2.6) = 0 \). Check if holds true.If these hold true, the solution is verified.

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Key Concepts

These are the key concepts you need to understand to accurately answer the question.

System of Equations
A system of equations consists of multiple equations that share common variables. The goal is to find values for these variables that satisfy all equations simultaneously. This is crucial in many areas of mathematics and physics, where equations often model real-world scenarios.
You often encounter systems in two or three variables, but they can scale up with more variables. Solving them involves finding a set of values, called a solution, that works for every equation in the system. For our given problem, we have three equations with three variables:
  • First equation: \(4x - y + 3z = -3\)
  • Second equation: \(3x + y + z = 0\)
  • Third equation: \(2x - y + 4z = 0\)
We can solve systems like this using various methods, such as substitution, elimination, or matrix techniques like Cramer's Rule. Each method has advantages, depending on the problem's complexity and size.
Determinant Calculation
Determinant calculation is a vital part of solving systems of equations using matrices. The determinant is a unique number that can be calculated from a square matrix. It gives insights into the matrix, such as whether the system of equations has a unique solution. In Cramer's Rule, determining whether the determinant \(D\) of the coefficient matrix \(A\) is zero or not is pivotal.
For example, the determinant in our problem was calculated using the method of cofactor expansion, which involves breaking down the original matrix determinants into smaller 2x2 determinants. The calculation proceeds as follows:
  • Break down the matrix into smaller parts.
  • Calculate the determinant of each smaller 2x2 matrix.
  • Combine these results according to specific algebraic rules to get the overall determinant.
The determinant for our matrix came out to be \(-5\). Since this is not zero, we could confidently use Cramer's Rule to find the unique solution for the set of equations.
Matrix Algebra
Matrix algebra provides us with a systematic way to solve systems of equations. It involves the use of matrices, which are rectangular arrays of numbers, to represent and manipulate equations. When faced with solving a system of linear equations efficiently, matrix algebra becomes a powerful tool.
In the given problem, the system was transformed into a matrix equation of the form \(AX = B\), where \(A\) is the matrix of coefficients, \(X\) the variable matrix, and \(B\) is the constant matrix. This transformation allows for clear representation, leading to more organized calculations using techniques like Cramer's Rule.
  • The matrix \(A\) contains the coefficients of the system's variables.
  • The matrix \(X\) represents the variables (\(x, y, z\)).
  • The matrix \(B\) holds the constants on the right side of the equations.
By working through matrix manipulation, you can efficiently find solutions where traditional methods might be cumbersome, especially for larger systems of equations.

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Most popular questions from this chapter

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Solve each system of four equations in four variables. Express the solutions in the form \((x, y, z, w)\) $$\begin{aligned} 3 x+2 y-w &=0 \\ 2 x+z+2 w &=5 \\ x+2 y-z &=-2 \\ 2 x-y+z+w &=2 \end{aligned}$$

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