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This paper presents a significant theoretical advance in quantum query complexity by refuting the conjectured $\Omega(n^{2/3})$ lower bound for the graph collision problem. The authors introduce improved quantum algorithms achieving query complexities of $\widetilde O(n^{92/139})$ and subsequently $\widetilde O(n^{11/17})$, while also establishing a new $\Omega(\sqrt{n\log n})$ lower bound that surpasses previous certificate complexity barriers. These results refine the fundamental limits of quantum algorithms for specific computational problems within the intersection of quantum physics and algorithmic theory.
Breaking the quantum barriers for Graph Collision
arXiv:2611.05356v1 Announce Type: new Abstract: In the graph collision problem, the task is to decide whether a known graph on $n$ vertices contains an edge with both endpoints marked, given query access to the input bits specifying the marked vertices. We first refute the conjectured $\Omega(n^{2/3})$ query lower bound with a bounded error quantum algorithm using $\widetilde O(n^{92/139})$ queries. We then refine this approach to obtain a $\widetilde O(n^{11/17})$ query algorithm. We also obtain a $\widetilde O((nq)^{11/17})$ query bound for all (partial) Boolean output functions with positive certificate complexity at most 2 and alphabet size $q$, contrasting a known $\Omega(n^{2/3})$ lower bound for such problems with large alphabet sizes. We complement these algorithms with an $\Omega(\sqrt{n\log n})$ quantum query lower bound for graph collision, exceeding the $O(\sqrt n)$ certificate complexity barrier for the positive adversary method.
Abstract:In the graph collision problem, the task is to decide whether a known graph on $n$ vertices contains an edge with both endpoints marked, given query access to the input bits specifying the marked vertices. We first refute the conjectured $\Omega(n^{2/3})$ query lower bound with a bounded error quantum algorithm using $\widetilde O(n^{92/139})$ queries. We then refine this approach to obtain a $\widetilde O(n^{11/17})$ query algorithm. We also obtain a $\widetilde O((nq)^{11/17})$ query bound for all (partial) Boolean output functions with positive certificate complexity at most 2 and alphabet size $q$, contrasting a known $\Omega(n^{2/3})$ lower bound for such problems with large alphabet sizes. We complement these algorithms with an $\Omega(\sqrt{n\log n})$ quantum query lower bound for graph collision, exceeding the $O(\sqrt n)$ certificate complexity barrier for the positive adversary method.
Quantum Physics (quant-ph); Computational Complexity (cs.CC); Data Structures and Algorithms (cs.DS)
arXiv:2611.05356 [quant-ph]
(or arXiv:2611.05356v1 [quant-ph] for this version)
https://doi.org/10.48550/arXiv.2611.05356 Focus to learn more arXiv-issued DOI via DataCite (pending registration)
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