Newton iteration and its tangent
Newton’s update is x_new = (x + c/x)/2. It is undefined at x = 0. A positive starting value remains positive; after its first step it lies at or above √c. Negative starting values approach the negative root. A small residual and a small step are different checks.
Enable JavaScript to change the diagram and check a prediction. The explanation and worked method are available without it.