aiqbench analysis
This paper presents novel quantum algorithms designed to locate vacua with small cosmological constants within the ADK string landscape model, achieving a significant reduction in query complexity compared to classical methods. By transforming the search into a collision problem, the authors demonstrate how Grover search and linearity exploitation can accelerate computations for physically motivated parameter values. The work represents a concrete application of quantum speedup techniques to high-dimensional optimization problems in theoretical physics.
Quantum Algorithms for Finding Vacua in the ADK Landscape
arXiv:2610.07439v1 Announce Type: cross Abstract: We study quantum algorithms for finding a vacuum with a small cosmological constant in the toy model for string Landscape proposed by Arkani-Hamed, Dimopoulos, and Kachru. First, we construct a function-value oracle and use it for Grover search with query complexity $\mathcal{O}(2^{N/2})$, where $N$ is the number of scalar fields. Then, we point out that, by exploiting the linearity of the vacuum energy, the problem can be reduced to a collision problem between two blocks of the bit string. With this structure, we construct two quantum algorithms with query complexity $\mathcal{O}(2^{N/3})$. Compared with the pseudo-polynomial classical algorithm of Denef and Douglas, the quantum algorithms yield a large reduction in computational cost for the physically motivated parameter values.
Abstract:We study quantum algorithms for finding a vacuum with a small cosmological constant in the toy model for string Landscape proposed by Arkani-Hamed, Dimopoulos, and Kachru. First, we construct a function-value oracle and use it for Grover search with query complexity $\mathcal{O}(2^{N/2})$, where $N$ is the number of scalar fields. Then, we point out that, by exploiting the linearity of the vacuum energy, the problem can be reduced to a collision problem between two blocks of the bit string. With this structure, we construct two quantum algorithms with query complexity $\mathcal{O}(2^{N/3})$. Compared with the pseudo-polynomial classical algorithm of Denef and Douglas, the quantum algorithms yield a large reduction in computational cost for the physically motivated parameter values.
arXiv:2610.07439 [hep-th]
(or arXiv:2610.07439v1 [hep-th] for this version)
https://doi.org/10.48550/arXiv.2610.07439 Focus to learn more arXiv-issued DOI via DataCite (pending registration)
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Full text under the publisher's open licence · 208 words
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