MathLab: Square Root Solver

Interactive Numeric Analysis Tool

Exact (Native)
Approximation (Newton)
1 10

Result

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Understanding the Newton-Raphson Method

The Newton-Raphson method is a root-finding algorithm which produces successively better approximations to the roots (or zeroes) of a real-valued function.

To find the square root of a number N, we are essentially solving for x in the equation:

x² = N   →   f(x) = x² - N = 0

Using the derivative f'(x) = 2x, the iterative formula becomes:

xn+1 = ½ * (xn + N / xn)

Graph Interpretation: The graph above plots the approximation value ($x_n$) against the iteration count ($n$). Notice how quickly the curve flattens out. This "flattening" indicates convergence—where the change between steps becomes smaller than your selected precision tolerance.