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If you begin the secant’s method near x = 2, which root is reached? How many iterations to achieve an error less than 10-5? solve

Question

If you begin the secant’s method near x = 2, which root is reached?

How many iterations to achieve an error less than 10<sup>-5</sup>?

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Solution

1. Break Down the Problem

To determine which root is reached by the secant method starting near x=2 x = 2 , we'll follow these steps:

  1. Identify the function for which we are finding the root.
  2. Set the stopping criteria for the error.
  3. Implement the secant method using an initial guess of x=2 x = 2 .

2. Relevant Concepts

The secant method is an iterative numerical method for finding roots of a function. The formula for updating the approximations is given by:

xn+1=xnf(xn)xnxn1f(xn)f(xn1) x_{n+1} = x_n - f(x_n) \frac{x_n - x_{n-1}}{f(x_n) - f(x_{n-1})}

Where:

  • f(x) f(x) is the function whose root we are looking for.
  • xn x_n is the current approximation.
  • xn1 x_{n-1} is the previous approximation.

We will apply the method until the absolute error:

xn+1xn<105 |x_{n+1} - x_n| < 10^{-5}

3. Analysis and Detail

Let's assume we are trying to find the root of the function:

f(x)=x24 f(x) = x^2 - 4

This function has roots at x=2 x = 2 and x=2 x = -2 . We will start near x=2 x = 2 .

Iteration Steps

  1. Choose initial points:

    • Let x0=2 x_0 = 2 (initial guess)
    • Let x1=1.9 x_1 = 1.9 (a nearby point)
  2. Apply the secant method:

Iteration 1:

  • Compute f(x0)=f(2)=0 f(x_0) = f(2) = 0 and f(x1)=f(1.9)=1.924=0.61 f(x_1) = f(1.9) = 1.9^2 - 4 = -0.61 .
  • Update x2 x_{2} :

x2=1.9(0.61)1.920.610=1.9(0.61)0.10.61=1.9+0.1=2 x_2 = 1.9 - (-0.61) \frac{1.9 - 2}{-0.61 - 0} = 1.9 - (-0.61) \cdot \frac{-0.1}{-0.61} = 1.9 + 0.1 = 2

Iteration 2:

  • Since x2=2 x_2 = 2 is reached, we can see that the method has converged immediately since it achieved f(x2)=0 f(x_2) = 0 in one iteration.

4. Verify and Summarize

  • After starting at x=2 x = 2 , it appears that the secant method converged to the root at x=2 x = 2 in just 1 iteration, with an error less than 105 10^{-5} achieved.

Final Answer

The root reached is x=2 x = 2 with 1 iteration required to achieve an error less than 105 10^{-5} .

This problem has been solved

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