Math Problem Statement
Find the root of the equation π₯ = π βπ₯ , using the Newton Raphson Method up to 4 th iteration.
Solution
To find the root of the equation using the Newton-Raphson method, we need to:
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Rewrite the equation in the form . We have:
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The Newton-Raphson formula is given by: where is the derivative of .
Step 1: Compute
We need the derivative of :
Step 2: Newton-Raphson Iterations
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Initial Guess : Let's assume an initial guess .
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Iteration Formula:
Now let's perform the iterations up to the 4th step.
First Iteration :
Second Iteration :
Third Iteration :
Fourth Iteration :
Since , we can stop here as .
Result:
The root of the equation after 4 iterations using the Newton-Raphson method is approximately .
Would you like further details or have any questions?
Here are 5 questions to explore further:
- What are the conditions for convergence in the Newton-Raphson method?
- How can the initial guess affect the convergence of the method?
- Can Newton-Raphson fail, and in what cases?
- How would the method change for a system of nonlinear equations?
- What are alternative methods for solving nonlinear equations?
Tip: In numerical methods, starting with a good initial guess can significantly speed up the convergence process.
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Math Problem Analysis
Mathematical Concepts
Numerical Methods
Newton-Raphson Method
Exponential Functions
Calculus
Formulas
f(x) = x - e^{-x}
Newton-Raphson Iteration Formula: x_{n+1} = x_n - f(x_n) / f'(x_n)
f'(x) = 1 + e^{-x}
Theorems
Newton-Raphson Method
Suitable Grade Level
Undergraduate - Calculus/Numerical Analysis