Math Problem Statement
Apply gauss elimination method to solve following equation 6x - y - z = 19 3x + 4y + = 26 x + 2y + 6z = 22
Solve this problem converting to upper triangular matrix
Solution
To solve the system of linear equations using the Gauss Elimination Method, we first convert the system to an upper triangular matrix and then solve for the variables through back substitution.
Step 1: Write the system in augmented matrix form
The given equations are:
The augmented matrix is:
6 & -1 & -1 & 19 \\ 3 & 4 & 1 & 26 \\ 1 & 2 & 6 & 22 \end{bmatrix}$$ ### Step 2: Perform row operations to create an upper triangular matrix #### (a) Eliminate the first element in the second and third rows Divide $$R_1$$ by 6 to make the leading coefficient 1 for simplicity: $$R_1 \to \frac{R_1}{6}: \quad \begin{bmatrix} 1 & -\frac{1}{6} & -\frac{1}{6} & \frac{19}{6} \end{bmatrix}$$ Now, eliminate the first element in $$R_2$$ and $$R_3$$ using $$R_1$$: - $$R_2 \to R_2 - 3 \cdot R_1$$ - $$R_3 \to R_3 - R_1$$ New matrix: $$\begin{bmatrix} 1 & -\frac{1}{6} & -\frac{1}{6} & \frac{19}{6} \\ 0 & \frac{25}{6} & \frac{5}{6} & \frac{133}{6} \\ 0 & \frac{13}{6} & \frac{35}{6} & \frac{113}{6} \end{bmatrix}$$ #### (b) Eliminate the second element in the third row Divide $$R_2$$ by $$\frac{25}{6}$$ to make the pivot element 1: $$R_2 \to R_2 \cdot \frac{6}{25}: \quad \begin{bmatrix} 0 & 1 & \frac{1}{5} & \frac{133}{25} \end{bmatrix}$$ Now, eliminate the second element in $$R_3$$: - $$R_3 \to R_3 - \frac{13}{6} \cdot R_2$$ New matrix: $$\begin{bmatrix} 1 & -\frac{1}{6} & -\frac{1}{6} & \frac{19}{6} \\ 0 & 1 & \frac{1}{5} & \frac{133}{25} \\ 0 & 0 & \frac{162}{25} & \frac{316}{25} \end{bmatrix}$$ #### (c) Normalize the third row Divide $$R_3$$ by $$\frac{162}{25}$$ to make the pivot element 1: $$R_3 \to R_3 \cdot \frac{25}{162}: \quad \begin{bmatrix} 0 & 0 & 1 & \frac{395}{162} \end{bmatrix}$$ The final upper triangular matrix is: $$\begin{bmatrix} 1 & -\frac{1}{6} & -\frac{1}{6} & \frac{19}{6} \\ 0 & 1 & \frac{1}{5} & \frac{133}{25} \\ 0 & 0 & 1 & \frac{395}{162} \end{bmatrix}$$ ### Step 3: Solve by back substitution 1. From the third row: $$z = \frac{395}{162}$$. 2. From the second row: $$y + \frac{1}{5}z = \frac{133}{25} \implies y = \frac{133}{25} - \frac{1}{5} \cdot \frac{395}{162}$$ 3. From the first row: $$x - \frac{1}{6}y - \frac{1}{6}z = \frac{19}{6} \implies x = \frac{19}{6} + \frac{1}{6}y + \frac{1}{6}z$$ ### Solution: Let me know if you need detailed simplifications for $$x, y, z$$. Would you like a further breakdown of the calculations? --- ### Related Questions: 1. How can you use Gaussian elimination for larger matrices (e.g., 4x4)? 2. What are the differences between Gaussian elimination and Gauss-Jordan elimination? 3. How does row pivoting improve numerical stability in Gaussian elimination? 4. Can Gaussian elimination be used for solving non-square systems of equations? 5. How do floating-point arithmetic errors affect Gaussian elimination? ### Tip: Always scale rows during elimination to avoid computational errors and make the system numerically stable.Ask a new question for Free
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Math Problem Analysis
Mathematical Concepts
Linear Algebra
Gauss Elimination Method
Matrix Operations
Formulas
Gauss Elimination Method for solving systems of linear equations
Row operations to form upper triangular matrix
Theorems
Gaussian elimination theorem
Suitable Grade Level
Grades 10-12
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