LyMPuS is a parameterless on-the-fly surrogate enabling perfect monotonic comparisons and guaranteed linkage discovery in at most 2 log n steps for non-linear problems.
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Limited Perfect Monotonical Surrogates constructed using low-cost recursive linkage discovery with guaranteed output
LyMPuS is a parameterless on-the-fly surrogate enabling perfect monotonic comparisons and guaranteed linkage discovery in at most 2 log n steps for non-linear problems.