Math Problem Statement

i want answer with formula

i want answer with formula

Solution

Let's address each problem step by step using the appropriate formulas for Newton's Method and Secant Method.


1. Newton’s Method for f(x)=x3+x1f(x) = x^3 + x - 1:

Newton’s method formula for finding the root of a function f(x)f(x) is:

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

Where:

  • xnx_n is the current approximation.
  • f(x)=x3+x1f(x) = x^3 + x - 1
  • f(x)=derivative of f(x)f'(x) = \text{derivative of } f(x)

Steps:

  1. Compute f(x)f'(x), the derivative of f(x)f(x): f(x)=3x2+1f'(x) = 3x^2 + 1

  2. Start with x0=1x_0 = 1, as given.

  3. Perform 4 iterations of Newton's formula: xn+1=xnxn3+xn13xn2+1x_{n+1} = x_n - \frac{x_n^3 + x_n - 1}{3x_n^2 + 1}


2. Secant Method for x+lnx=0x + \ln x = 0 in the interval [0.2,1][0.2, 1]:

The secant method formula is:

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

Where:

  • f(x)=x+lnxf(x) = x + \ln x
  • xnx_n and xn1x_{n-1} are the current and previous approximations.

Steps:

  1. Start with initial guesses x0x_0 and x1x_1 (within the interval [0.2,1][0.2, 1]).

  2. Perform 4 iterations using the secant formula: xn+1=xnf(xn)xnxn1f(xn)f(xn1)x_{n+1} = x_n - f(x_n) \cdot \frac{x_n - x_{n-1}}{f(x_n) - f(x_{n-1})}


Do you want me to solve both problems step-by-step numerically? Let me know, and I will proceed with the calculations!

Related Questions:

  1. How is Newton's method affected by the choice of initial guess x0x_0?
  2. Compare the convergence rate of Newton's method and the secant method.
  3. What happens if the derivative f(x)f'(x) in Newton's method approaches zero?
  4. Can the secant method converge if the initial guesses are poorly chosen?
  5. What are the practical applications of numerical root-finding methods?

Tip: Newton's method converges faster when the starting guess is close to the root, but it requires evaluating both f(x)f(x) and f(x)f'(x).

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Math Problem Analysis

Mathematical Concepts

Numerical Methods
Root Finding
Newton's Method
Secant Method

Formulas

Newton's Method: x_{n+1} = x_n - \frac{f(x_n)}{f'(x_n)}
Secant Method: x_{n+1} = x_n - f(x_n) \cdot \frac{x_n - x_{n-1}}{f(x_n) - f(x_{n-1})}

Theorems

Newton's Method Convergence
Secant Method Convergence

Suitable Grade Level

Undergraduate Level (Numerical Analysis)