Range of x[0] for Newotn Raphson method to be valid

In summary, by using Newton-Raphson's method and the aid of MAPLE software, the solution to the equation x = tan x in the interval π/2 to 3π/2 is found to be approximately 4.5. The interval for which any starting value generates a sequence that converges to the solution is [4.28765790535, 4.71238871734]. It is possible to solve the question without using trial and error method by exploring the function's concavity and avoiding turning points or inflexion points. A graph of tan x and x can be helpful in determining the appropriate starting point for the method. It is also important to ensure that f'(x) does not equal 0
  • #1
Harmony
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Homework Statement


Using Newton-Raphson's method, find the solution to the equation x = tan x in the interval [tex]\pi[/tex]/2 to 3[tex]\pi[/tex]/2. Find an interval, in which any starting value generates a sequence that converges to the solution .


Homework Equations


Newton Raphson's Method


The Attempt at a Solution


By trial and error method and the aid of MAPLE software, I found the interval to be [4.28765790535, 4.71238871734]

Is it possible to solve the question without using trial and error method? The Newton raphson equation is a sequence, so in my opinion, the sequence is only convergent for certain range of x[0]. The range require by the question would be the range fall within the interval of the solution.

Is this method feasible?
Can anyone give me hints or external reference to solve this question?
 
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  • #2
Well, you could try manually doing some steps for different starting points and see if you can find out where it goes wrong. For example, I can imagine that when you start at a point where the graph is nearly flat, you will get a quick divergence. Try to capture your idea in a formula and then see if you can get the boundary.
 
  • #3
I suggest you draw a graph of tan x and x and look at where the intercept is. Realistically, you can only expect the intercept to be between π and 3π/2. The question helpfully limits the integers for you to choose from already.

If you intend to explore, find [tex]f'(x) = \frac{d}{dx} (x - tan x) [/tex] and make sure that for the integer you choose f'(x) does not equal 0 or approach 0 too closely. This is because near turning points or inflexion points the function changes its concavity too much for you to do any useful analysis there.
 

FAQ: Range of x[0] for Newotn Raphson method to be valid

What is the Newton Raphson method?

The Newton Raphson method is an algorithm used to find the roots of a given function. It is an iterative process that uses the derivative of the function to approximate the root.

How is the range of x[0] determined for the Newton Raphson method?

The range of x[0] for the Newton Raphson method is determined by the initial guess of the root and the behavior of the function around that point. It is important to choose an initial guess that is close to the actual root for the method to be valid.

What happens if the initial guess for x[0] is not within the range?

If the initial guess for x[0] is not within the range, the Newton Raphson method may not converge to the actual root or may not converge at all. This can result in incorrect solutions or the algorithm running infinitely.

How can I determine the appropriate range for x[0]?

The appropriate range for x[0] can be determined by analyzing the behavior of the function and its derivative near the root. It is also helpful to try different initial guesses and observe the convergence of the method.

Can the range of x[0] change during the iteration process?

Yes, the range of x[0] can change during the iteration process as the method approaches the root. If the initial guess was not within the range, the range may change to include the root as the algorithm progresses.

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