Newton-Raphson method for solving algebraic equations is based on
Correct Answer :
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 . The derivation of this method relies directly on the linear approximation of the function using its Taylor series expansion.
Let be an initial approximation to the root of , and let be a small correction such that the true root is at . Therefore, we have:
Expanding the function about the point using the Taylor Series expansion gives:
Assuming that is very small, we can neglect the higher-order terms involving , , and so on. This simplifies the expansion to a linear approximation:
Solving this linear equation for , we obtain:
Since , we substitute the value of to find the next approximation:
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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