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arXiv:1911.00446 · Linear Algebra and its Applications

Connectivity for quantum graphs

Javier Alejandro Chávez‐Domínguez, Andrew T. Swift

Published Aug 20, 2020• 5 citations
arXivHTMLPDF
DOI
10.1016/j.laa.2020.08.020

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A Quantum Algorithm for ststst-Transport on Flat Connection Graphs
We study a generalization of undirected ststst-connectivity to graphs whose edges carry quantum operations. Let G=(V,E)G=(V,E)G=(V,E) be an undirected graph on nnn vertices in which each edge {u,v}\{u,v\}{u,v} is labeled by a unitary Uuv∈Ck×kU_{uv}\in\mathbb{C}^{k\times k}Uuv​∈Ck×k, with Uvu=Uuv†U_{vu}=U_{uv}^\daggerUvu​=Uuv†​. We assume the labels form a \emph{flat} connection: the ordered product of labels along any path between a pair of vertices uuu and vvv is independent of the path. Equivalently, the connection is pure gauge, i.e., gauge-equivalent to the trivial connection; such graphs are exactly the consistent connection graphs of spectral graph theory and the noiseless instances of group synchronization. Consequently, whenever sss and ttt are connected, transporting a state from sss to ttt defines a unique unitary Us(t)U_s(t)Us​(t). Given states ∣ψs⟩,∣ψt⟩∈Ck|ψ_s\rangle,|ψ_t\rangle\in\mathbb{C}^k∣ψs​⟩,∣ψt​⟩∈Ck and an oracle that returns the neighbours of a vertex while coherently applying the corresponding edge unitaries, the \emph{ststst-transport problem} is to decide whether sss and ttt are connected and, if so, to estimate the squared overlap between Us(t)∣ψs⟩U_s(t)|ψ_s\rangleUs​(t)∣ψs​⟩ and ∣ψt⟩|ψ_t\rangle∣ψt​⟩ to additive error ε\varepsilonε. When k=1k=1k=1 and all labels are trivial, this is exactly undirected ststst-connectivity. We give a bounded-error quantum algorithm for ststst-transport that runs in time O~(n/ε)\widetilde{O}(n/\varepsilon)O(n/ε) and uses O(log⁡n+log⁡k+log⁡(1/ε))O(\log n+\log k+\log(1/\varepsilon))O(logn+logk+log(1/ε)) space. We do this by designing a transducer and applying a Metropolis-Hastings reweighting to the input graph. We also prove an Ω(n)Ω(n)Ω(n) quantum query lower bound that holds even when sss and ttt are promised to be connected, so for constant ε\varepsilonε our algorithm is optimal up to polylogarithmic factors.