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Small values

For small enough values of the function and for well-behaved functions, the terms beyond linear are unimportant, hence we obtain

f(x)+(s-x)f'(x)\approx 0,

yielding

s\approx x-\frac{f(x)}{f'(x)}.

Having in mind an iterative procedure, it is natural to start iterating with

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