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[MRG]Add hollow iterations early stopper #917
Merged
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Stop the optimization if the improvement over the last n iterations is below a threshold.
Similar to, but not quite the same as DeltaY stopper. For instance, if the the search has already found the true minimum, and the 2nd best is more than
delta
away, DeltaY will never kick in.