Math Problem Statement
Solve the following equation by Gauss - seidel method upto three iterations
5x + y - z = 10 2x + 4y + z = 14 x + y + 8z = 20
Third iterations answer is x = 2, y = 2, z = 2
Solution
To solve the given system of equations using the Gauss-Seidel method, we need to iteratively approximate the values of , , and .
The system of equations is:
To apply the Gauss-Seidel method, we first rewrite each equation to solve for the primary variable:
Let's perform the iterations starting with initial guesses , , , updating each variable in sequence:
First Iteration
Using initial guesses , , :
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Update :
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Update using :
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Update using and :
Second Iteration
Using updated values , , :
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Update :
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Update using :
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Update using and :
Third Iteration
Using updated values , , :
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Update :
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Update using :
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Update using and :
After three iterations, the values are approximately , , and . The solution provided seems to be an intended target for illustration or may reflect further iterations that continue refining these estimates closer to integers.
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Math Problem Analysis
Mathematical Concepts
Numerical Methods
Iterative Methods
Gauss-Seidel Method
Linear Algebra
Formulas
x = (10 - y + z) / 5
y = (14 - 2x - z) / 4
z = (20 - x - y) / 8
Theorems
Convergence of Gauss-Seidel Method
Suitable Grade Level
Undergraduate Level (Numerical Methods, Engineering, or Advanced Mathematics)
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