Iteration limit in smart sampling to fix behavior for step functions #928
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Closes #923
The smart sampling algorithm was not tested on step functions and was broken when applied to such functions. The fix is to stop iterating when an interval becomes too narrow. In addition, further stopping criteria were added, based on number of iterations and time spend.