Steffensen's Method

This method is a combination of Fixed-Point Iteration and Aitken's acceleration. Calculate three points using Fixed Point Iteration on an initial point and apply Aitken's accelration to it. Then apply Fixed Point Iteration three times again on that newly computed point and accelerate using Aitken's. Repeat until the desired error tolerance is reached.

Read more about it on Wikipedia.