Math Problem Statement

Calculate two iterations of Newton's Method to approximate a zero of the function using the given initial guess. (Round your answers to four decimal places.)

make a table for f(x) = cos x,    x1 = 1.9

rows: n 1 2 columns: (xn), f(xn), f'(xn), f(xn)/f'(xn), xn-f(xn)/f'(xn)

Solution

To apply Newton's Method, the formula for each iteration is:

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

We are given the function f(x)=cos(x)f(x) = \cos(x), and we need its derivative f(x)f'(x).

Since f(x)=cos(x)f(x) = \cos(x), we know that:

f(x)=sin(x)f'(x) = -\sin(x)

We are starting with the initial guess x1=1.9x_1 = 1.9.

Let's calculate two iterations of Newton's Method, rounding values to four decimal places. I'll create a table for this.

First, we summarize the required columns:

  • xnx_n (current estimate)
  • f(xn)f(x_n) (function value at xnx_n)
  • f(xn)f'(x_n) (derivative value at xnx_n)
  • f(xn)f(xn)\frac{f(x_n)}{f'(x_n)}
  • xn+1=xnf(xn)f(xn)x_{n+1} = x_n - \frac{f(x_n)}{f'(x_n)} (next estimate)

Initial Guess:

  • x1=1.9x_1 = 1.9

Let’s calculate the values:

Iteration 1 (n = 1):

  • f(x1)=cos(1.9)f(x_1) = \cos(1.9)
  • f(x1)=sin(1.9)f'(x_1) = -\sin(1.9)
  • Calculate f(x1)f(x1)\frac{f(x_1)}{f'(x_1)}
  • Update x2=x1f(x1)f(x1)x_2 = x_1 - \frac{f(x_1)}{f'(x_1)}

Iteration 2 (n = 2):

  • f(x2)=cos(x2)f(x_2) = \cos(x_2)
  • f(x2)=sin(x2)f'(x_2) = -\sin(x_2)
  • Calculate f(x2)f(x2)\frac{f(x_2)}{f'(x_2)}
  • Update x3=x2f(x2)f(x2)x_3 = x_2 - \frac{f(x_2)}{f'(x_2)}

Let’s compute these values now.Here is the table with two iterations of Newton's Method for approximating a zero of f(x)=cos(x)f(x) = \cos(x) starting with x1=1.9x_1 = 1.9:

\hline n & x_n & f(x_n) & f'(x_n) & \frac{f(x_n)}{f'(x_n)} & x_{n+1} = x_n - \frac{f(x_n)}{f'(x_n)} \\ \hline 1 & 1.9000 & -0.3233 & -0.9463 & 0.3416 & 1.5584 \\ 2 & 1.5584 & 0.0124 & -0.9999 & -0.0124 & 1.5708 \\ \hline \end{array}$$ - After the first iteration, $$x_2 \approx 1.5584$$. - After the second iteration, $$x_3 \approx 1.5708$$. This process is converging to a root of $$\cos(x) = 0$$, which is close to $$x = \frac{\pi}{2} \approx 1.5708$$. --- Would you like more details, or do you have any questions? ### Follow-up Questions: 1. How does Newton's Method work with other types of functions? 2. What happens if we start with a different initial guess? 3. Can Newton's Method fail to converge? 4. Why is the derivative necessary in Newton's Method? 5. What is the geometric interpretation of Newton's Method? ### Tip: For faster convergence, the initial guess should be close to the actual root.

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Math Problem Analysis

Mathematical Concepts

Calculus
Newton's Method
Trigonometry

Formulas

Newton's Method: x_{n+1} = x_n - f(x_n) / f'(x_n)
f(x) = cos(x)
f'(x) = -sin(x)

Theorems

Newton's Method Theorem for Approximating Roots

Suitable Grade Level

Grades 11-12, College Level