Math Problem Statement
Required information Skip to question Use the Newton-Raphson method to find the root of the function f(x) = e–0.5x(4 – x) – 2.
The Newton-Raphson method does not work when the initial guess is 6 because the derivative of the given function is negative at x0 = 6.
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Solution
The statement is True.
Let's break this down:
The Newton-Raphson method iteratively refines guesses for the root of the equation . The method uses the formula:
Where:
- is the function.
- is the derivative of the function.
- is the current guess, and is the next guess.
For the Newton-Raphson method to work, the derivative should not be zero or very close to zero, as this would cause division by zero or result in a very large update that could lead to divergence.
Given the function:
The derivative will involve both the product rule and the chain rule.
At , if the derivative is negative, the Newton-Raphson method could still work mathematically (since it is defined as long as the derivative is not zero), but a negative value of might lead to undesirable behavior or poor convergence depending on the function's behavior.
To confirm this specifically, we'd need to compute at and check whether the derivative is negative. However, the general idea is that the Newton-Raphson method may not work well for certain initial guesses if the derivative is negative or close to zero, as the sign of the update can cause erratic behavior.
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Math Problem Analysis
Mathematical Concepts
Numerical Methods
Newton-Raphson Method
Derivatives
Formulas
Newton-Raphson iteration formula: x_{n+1} = x_n - f(x_n)/f'(x_n)
Theorems
Newton-Raphson Convergence Criteria
Suitable Grade Level
Undergraduate Level (Numerical Methods, Calculus)
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