Question Details

Newton-Raphson method for solving algebraic equations is based on

Options

A

Fourier Series

B

Taylor Series

C

Power Series

D

Laurent Series

Show Answer

Correct Answer :

Option B

Taylor Series

Solution :

The correct option is Taylor Series.

The Newton-Raphson method is a powerful numerical technique used to find the roots of a real-valued function f(x)=0. The derivation of this method relies directly on the linear approximation of the function using its Taylor series expansion.

Let xn be an initial approximation to the root of f(x)=0, and let h be a small correction such that the true root is at xn+1=xn+h. Therefore, we have:
f(xn+h)=0

Expanding the function f(xn+h) about the point xn using the Taylor Series expansion gives:
f(xn+h)=f(xn)+hf(xn)+h22!f(xn)+...=0

Assuming that h is very small, we can neglect the higher-order terms involving h2, h3, and so on. This simplifies the expansion to a linear approximation:
f(xn)+hf(xn)0

Solving this linear equation for h, we obtain:
h-f(xn)f(xn)

Since xn+1=xn+h, we substitute the value of h to find the next approximation:
xn+1=xn-f(xn)f(xn)

This is the standard iterative formula for the Newton-Raphson method, demonstrating that the technique is directly derived by truncating the Taylor Series expansion after the first-order derivative term.

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