Felix's question at Yahoo Answers regarding Newton's method

In summary, the second approximation using Newton's method to find the root of the equation f(x) = 0 with an initial guess of x1 = 4 is x2 = 2/5.
  • #1
MarkFL
Gold Member
MHB
13,288
12
Here is the question:

Suppose the line y = 5x − 2 is tangent to the curve y = f(x) when x = 4. If Newton's method is used to loc?

Suppose the line y = 5x − 2 is tangent to the curve y = f(x) when x = 4. If Newton's method is used to locate a root of the equation f(x) = 0 and the initial approximation is x1 = 4, find the second approximation x2.

x2 = ___?______4.8, 4

I have posted a link there to this topic so the OP can see my work.
 
Mathematics news on Phys.org
  • #2
Hello Felix

Since the line $y=5x-2$ is tangent to the function $f(x)$ at $x=4$, we know two things:

a) The function and the line have a common point at $x=4$:

\(\displaystyle f(4)=5(4)-2=18\)

b) At $x=4$ the function's derivative is equal to the slope of the line:

\(\displaystyle f'(4)=5\)

Now, Newton's method gives us:

\(\displaystyle x_{n+1}=x_{n}-\frac{f\left(x_n \right)}{f'\left(x_n \right)}\)

If the initial approximation is \(\displaystyle x_1=4\), then the second approximation is:

\(\displaystyle x_{2}=x_{1}-\frac{f\left(x_1 \right)}{f'\left(x_1 \right)}=4-\frac{18}{5}=\frac{2}{5}\)

As we should expect, the second guess is simply the root of the tangent line:

\(\displaystyle 0=5x_2-2\implies x_2=\frac{2}{5}\)
 

FAQ: Felix's question at Yahoo Answers regarding Newton's method

What is Newton's method?

Newton's method is an iterative algorithm used to find the roots of a function. It is based on the idea that a good approximation of a root can be found by repeatedly drawing tangents to a curve and finding where they intersect the x-axis.

How does Newton's method work?

To use Newton's method, you start with an initial guess for the root of the function. Then, you use the derivative of the function to find the slope of the tangent line at that point. The x-intercept of this tangent line becomes your new guess for the root. This process is repeated until the desired level of accuracy is reached.

What types of functions can be solved using Newton's method?

Newton's method can be used to find the roots of any differentiable function. This includes polynomial, exponential, and trigonometric functions, among others.

What are the advantages of using Newton's method?

One of the main advantages of Newton's method is its speed of convergence. It can find roots with high accuracy in a small number of iterations. Additionally, it is a versatile method that can be applied to a wide range of functions.

Are there any limitations to using Newton's method?

Newton's method may fail to converge if the initial guess is too far from the actual root or if the function has multiple roots in the same vicinity. It also requires the function to be differentiable, which may not always be the case for certain functions.

Similar threads

Back
Top