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by cochleari_major
2176 days ago
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For low dimensions, it might be useful to look at the convex properties of the Pareto front. If a point P is on Pareto front, it is not in the interior of the convex hull of undominated points. In two dimensions, one can compute the convex hull of N points in O(N log N) time. This typically allows for faster Pareto front computation, but not in the worst case. |
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Of course if you accept convex combinations of options then the pareto front is part of the convex hull.