Polynomial-time indistinguishability conjecture for planted and unplanted number partitioning

Let p-\texttt{NPP} and u-\texttt{NPP} denote the planted and unplanted random number partitioning problems, respectively. For a fixed c>1c>1, consider distinguishing these two models in the regime described by the hypothesis-testing problem.

Polynomial-time indistinguishability conjecture. Fix any c>1c>1. There exists no polynomial-time algorithm that distinguishes the p-\texttt{NPP} from the u-\texttt{NPP} with probability greater than 12\frac12.

This conjecture concerns the computational tractability of hypothesis testing between the planted and unplanted models. The source motivates it by noting statistical distinguishability when values below 2cn2^{-cn} occur, while leaving efficient distinguishing open.

Sources & referencesView supporting material

Primary source

Eren C. Kızıldağ, “Planted Random Number Partitioning Problem”, arXiv:2309.15115 (2023).

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