Fig. 2.
A 1D example of topology-preserving approximation: starting from the highest point of f (left), the propagation algorithm follows its slope downward and thresholds the function when f goes upward. The resulting function g (right) has one global maximum, its minima are located at the boundary of the domain and there is no local minima or maxima.