A note on self-improving sorting with hidden partitions

We study self-improving sorting with hidden partitions. Our result is an optimal algorithm which runs in expected time O(H(\pi(I)) + n), where I is the given input which contains n elements to be sorted, \pi(I) is the output which are the ranks of all element in I, and H(\pi(I)) denotes the entropy of the output.