The greedy star-discrepancy conjecture for the sequence generated by Algorithm 1

Let S\mathcal{S}^* be the sequence generated by Algorithm 1 in [0,1)[0,1), and let DN(S)D_N^*(\mathcal{S}^*) denote the star discrepancy of its first NN elements. Let V\mathcal{V} be the van der Corput sequence in base 22.

Greedy star-discrepancy conjecture. The sequence S\mathcal{S}^* should be a low-discrepancy sequence, meaning that

DN(S)=O(logN).D_N^*(\mathcal{S}^*)=\mathcal{O}(\log N).

Moreover,

lim supNDN(S)logN<lim supNDN(V)logN=13log2=0.480898.\limsup_{N\to\infty}\frac{D_N^*(\mathcal{S}^*)}{\log N}<\limsup_{N\to\infty}\frac{D_N^*(\mathcal{V})}{\log N}=\frac{1}{3\log 2}=0.480898\ldots.

The conjecture is motivated by numerical comparisons showing that the greedy sequence has smaller and less fluctuating star discrepancy than the van der Corput sequence for the tested range. Proving the asserted optimal-order bound and the strict comparison remains open.

Sources & referencesView supporting material

Primary source

Ralph Kritzinger, “Uniformly distributed sequences generated by a greedy minimization of the L_2 discrepancy”, arXiv:2109.06298 (2022).

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