Math Problem Statement

Find a real root of the equation x^3-2x-5=0 by Newton- -Raphson method.

Solution

To find a real root of the equation f(x)=x32x5=0f(x) = x^3 - 2x - 5 = 0 using the Newton-Raphson method, we follow these steps:

Newton-Raphson Formula:

The formula for Newton-Raphson is: xn+1=xnf(xn)f(xn)x_{n+1} = x_n - \frac{f(x_n)}{f'(x_n)} where:

  • f(xn)f(x_n) is the value of the function at xnx_n,
  • f(xn)f'(x_n) is the value of the derivative of the function at xnx_n.

Step 1: Define the function and its derivative

Given the function: f(x)=x32x5f(x) = x^3 - 2x - 5 The derivative is: f(x)=3x22f'(x) = 3x^2 - 2

Step 2: Initial guess x0x_0

We need a reasonable initial guess x0x_0. By trial, x=2x = 2 is a good starting point because f(2)=232(2)5=1f(2) = 2^3 - 2(2) - 5 = -1, which is close to zero.

Step 3: Iteration process

We now apply the Newton-Raphson iteration formula to get closer to the root.

Iteration 1:

x1=x0f(x0)f(x0)x_1 = x_0 - \frac{f(x_0)}{f'(x_0)} Substitute x0=2x_0 = 2: f(2)=232(2)5=1f(2) = 2^3 - 2(2) - 5 = -1 f(2)=3(22)2=122=10f'(2) = 3(2^2) - 2 = 12 - 2 = 10 x1=2110=2+0.1=2.1x_1 = 2 - \frac{-1}{10} = 2 + 0.1 = 2.1

Iteration 2:

Substitute x1=2.1x_1 = 2.1: f(2.1)=(2.1)32(2.1)5=9.2614.25=0.061f(2.1) = (2.1)^3 - 2(2.1) - 5 = 9.261 - 4.2 - 5 = 0.061 f(2.1)=3(2.1)22=3(4.41)2=13.232=11.23f'(2.1) = 3(2.1)^2 - 2 = 3(4.41) - 2 = 13.23 - 2 = 11.23 x2=2.10.06111.23=2.10.0054=2.0946x_2 = 2.1 - \frac{0.061}{11.23} = 2.1 - 0.0054 = 2.0946

Iteration 3:

Substitute x2=2.0946x_2 = 2.0946: f(2.0946)=(2.0946)32(2.0946)50.00044f(2.0946) = (2.0946)^3 - 2(2.0946) - 5 \approx 0.00044 f(2.0946)=3(2.0946)2211.18f'(2.0946) = 3(2.0946)^2 - 2 \approx 11.18 x3=2.09460.0004411.182.09460.00004=2.09456x_3 = 2.0946 - \frac{0.00044}{11.18} \approx 2.0946 - 0.00004 = 2.09456

Conclusion:

After three iterations, the approximate real root of the equation x32x5=0x^3 - 2x - 5 = 0 is x2.0946x \approx 2.0946.

Would you like a more detailed explanation of any step?

Here are some related questions:

  1. How is the Newton-Raphson method derived?
  2. What are the limitations of the Newton-Raphson method?
  3. Can the Newton-Raphson method fail to converge?
  4. How does the choice of initial guess affect the convergence of the method?
  5. What other numerical methods can be used to find roots of equations?

Tip: The accuracy of Newton-Raphson depends on the initial guess. A good initial guess speeds up convergence!

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Math Problem Analysis

Mathematical Concepts

Calculus
Numerical Methods
Newton-Raphson Method

Formulas

Newton-Raphson formula: x_{n+1} = x_n - f(x_n) / f'(x_n)
Cubic equation: f(x) = x^3 - 2x - 5
Derivative of f(x): f'(x) = 3x^2 - 2

Theorems

Newton-Raphson Method

Suitable Grade Level

University Level (Calculus/Numerical Analysis)