Math Problem Statement

You wish to use Newton's Method to approximate the root of f(x) = 6x^2 - 1/x. If you begin with an initial value of x1 = 1, what will be the value of the second iteration of Newton's Method? That is, what will be the value of x3?

Solution

Let's solve this step-by-step using Newton’s Method.

Problem:

Given the function: f(x)=6x21xf(x) = 6x^2 - \frac{1}{x} You need to find the value of x3x_3 (the second iteration) using Newton's method, starting from an initial value of x1=1x_1 = 1. Newton's formula is:

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


Step 1: Compute the derivative f(x)f'(x)

Using basic differentiation rules:

f(x)=12x+1x2f'(x) = 12x + \frac{1}{x^2}


Step 2: Write down Newton’s iteration formula

xn+1=xn6xn21xn12xn+1xn2x_{n+1} = x_n - \frac{6x_n^2 - \frac{1}{x_n}}{12x_n + \frac{1}{x_n^2}}


Step 3: First iteration x2x_2

Using the initial value x1=1x_1 = 1:

  1. Compute f(1)f(1): f(1)=6(1)211=61=5f(1) = 6(1)^2 - \frac{1}{1} = 6 - 1 = 5

  2. Compute f(1)f'(1): f(1)=12(1)+112=12+1=13f'(1) = 12(1) + \frac{1}{1^2} = 12 + 1 = 13

  3. Use the Newton formula: x2=1513=10.38460.6154x_2 = 1 - \frac{5}{13} = 1 - 0.3846 \approx 0.6154


Step 4: Second iteration x3x_3

Now, use x20.6154x_2 \approx 0.6154 to find x3x_3.

  1. Compute f(0.6154)f(0.6154): f(0.6154)=6(0.6154)210.6154f(0.6154) = 6(0.6154)^2 - \frac{1}{0.6154} (0.6154)20.3787,60.37872.272(0.6154)^2 \approx 0.3787, \quad 6 \cdot 0.3787 \approx 2.272 10.61541.625f(0.6154)2.2721.625=0.647\frac{1}{0.6154} \approx 1.625 \quad \Rightarrow f(0.6154) \approx 2.272 - 1.625 = 0.647

  2. Compute f(0.6154)f'(0.6154): f(0.6154)=12(0.6154)+1(0.6154)2f'(0.6154) = 12(0.6154) + \frac{1}{(0.6154)^2} 120.61547.385,(0.6154)20.378710.37872.64112 \cdot 0.6154 \approx 7.385, \quad (0.6154)^2 \approx 0.3787 \quad \Rightarrow \frac{1}{0.3787} \approx 2.641 f(0.6154)7.385+2.641=10.026f'(0.6154) \approx 7.385 + 2.641 = 10.026

  3. Use the Newton formula: x3=0.61540.64710.0260.61540.06450.5509x_3 = 0.6154 - \frac{0.647}{10.026} \approx 0.6154 - 0.0645 \approx 0.5509


Final Answer:

The value of x3x_3 (the second iteration) is approximately: x30.5509x_3 \approx 0.5509


Do you have any further questions or need more details?


Related Questions:

  1. What is the convergence criterion for Newton's method?
  2. How do we know if Newton's method will converge for this function?
  3. What happens if the derivative f(xn)f'(x_n) is close to zero during the iteration?
  4. Can Newton's method be modified for systems of nonlinear equations?
  5. How does the choice of the initial value x1x_1 affect convergence?

Tip: If Newton’s method is slow to converge, consider using an alternative like the Secant method!

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Math Problem Analysis

Mathematical Concepts

Calculus
Numerical Methods
Derivatives
Newton's Method

Formulas

Newton's Method: x_{n+1} = x_n - f(x_n) / f'(x_n)
f(x) = 6x^2 - 1/x
f'(x) = 12x + 1/x^2

Theorems

Newton's Method for Approximating Roots

Suitable Grade Level

Undergraduate (Calculus Level)