Complexity of graph-state preparation by Clifford circuits
- URL: http://arxiv.org/abs/2402.05874v1
- Date: Thu, 8 Feb 2024 18:08:09 GMT
- Title: Complexity of graph-state preparation by Clifford circuits
- Authors: Soh Kumabe, Ryuhei Mori, Yusei Yoshimura
- Abstract summary: We show a connection between the CZ-complexity of graph state $|Grangle$ and the rank-width of the graph $G$.
We present quantum algorithms preparing $|Grangle$ with $O(n)$ CZ-complexity when $G$ is included in special classes of graphs.
- Score: 2.7010154811483167
- License: http://creativecommons.org/licenses/by/4.0/
- Abstract: In this work, we study a complexity of graph-state preparation. We consider
general quantum algorithms consisting of the Clifford operations on at most two
qubits for graph-state preparations. We define the CZ-complexity of graph state
$|G\rangle$ as the minimum number of two-qubit Clifford operations (excluding
single-qubit Clifford operations) for generating $|G\rangle$ from a trivial
state $|0\rangle^{\otimes n}$. We first prove that a graph state $|G\rangle$ is
generated by at most $t$ two-qubit Clifford operations if and only if
$|G\rangle$ is generated by at most $t$ controlled-Z (CZ) operations. We next
prove that a graph state $|G\rangle$ is generated from another graph state
$|H\rangle$ by $t$ CZ operations if and only if the graph $G$ is generated from
$H$ by some combinatorial graph transformation with cost $t$. As the main
results, we show a connection between the CZ-complexity of graph state
$|G\rangle$ and the rank-width of the graph $G$. Indeed, we prove that for any
graph $G$ with $n$ vertices and rank-width $r$,
1. The CZ-complexity of $|G\rangle$ is $O(rn\log n)$.
2. If $G$ is connected, the CZ-complexity of $|G\rangle$ is at least $n + r -
2$.
We also show the existence of graph states whose CZ-complexities are close to
the upper and lower bounds. Finally, we present quantum algorithms preparing
$|G\rangle$ with $O(n)$ CZ-complexity when $G$ is included in special classes
of graphs, namely, cographs, interval graphs, permutation graphs and circle
graphs.
Related papers
- Implementation of Continuous-Time Quantum Walk on Sparse Graph [0.0]
Continuous-time quantum walks (CTQWs) play a crucial role in quantum computing.
How to efficiently implement CTQWs is a challenging issue.
In this paper, we study implementation of CTQWs on sparse graphs.
arXiv Detail & Related papers (2024-08-20T05:20:55Z) - Graph Unfolding and Sampling for Transitory Video Summarization via Gershgorin Disc Alignment [48.137527345353625]
User-generated videos (UGVs) uploaded from mobile phones to social media sites like YouTube and TikTok are short and non-repetitive.
We summarize a transitory UGV into several discs in linear time via fast graph sampling based on Gershgorin disc alignment (GDA)
We show that our algorithm achieves comparable or better video summarization performance compared to state-of-the-art methods, at a substantially reduced complexity.
arXiv Detail & Related papers (2024-08-03T20:08:02Z) - Quantum walks on join graphs [0.0]
We explore the behaviour of a continuous quantum walk on a weighted join graph having the adjacency matrix or Laplacian matrix as its associated Hamiltonian.
We characterize strong cospectrality, periodicity and perfect state transfer (PST) in a join graph.
We demonstrate that the bound $frac2|V(X)|$ is tight for infinite families of graphs.
arXiv Detail & Related papers (2023-12-12T00:33:30Z) - Quantum walks on blow-up graphs [0.0]
A blow-up of $n$ copies of a graph $G$ is the graph $oversetnuplusG$.
We investigate the existence of quantum state transfer on a blow-up graph $oversetnuplusG$.
arXiv Detail & Related papers (2023-08-26T14:07:25Z) - Rule-based Graph Repair using Minimally Restricted Consistency-Improving
Transformations [65.268245109828]
We introduce new notions of consistency, which we call consistency-maintaining and consistency-increasing transformations and rules.
We present an rule-based graph repair approach that is able to repair so-called emphcircular conflict-free constraints.
arXiv Detail & Related papers (2023-07-18T11:20:54Z) - Online Learning with Feedback Graphs: The True Shape of Regret [82.00098840619847]
We prove that the minimax regret is proportional to $R*$ for any graph and time horizon $T$.
Introducing an intricate exploration strategy, we define the mainAlgorithm algorithm that achieves the minimax optimal regret bound.
arXiv Detail & Related papers (2023-06-05T15:35:00Z) - AnchorGAE: General Data Clustering via $O(n)$ Bipartite Graph
Convolution [79.44066256794187]
We show how to convert a non-graph dataset into a graph by introducing the generative graph model, which is used to build graph convolution networks (GCNs)
A bipartite graph constructed by anchors is updated dynamically to exploit the high-level information behind data.
We theoretically prove that the simple update will lead to degeneration and a specific strategy is accordingly designed.
arXiv Detail & Related papers (2021-11-12T07:08:13Z) - Fast Graph Sampling for Short Video Summarization using Gershgorin Disc
Alignment [52.577757919003844]
We study the problem of efficiently summarizing a short video into several paragraphs, leveraging recent progress in fast graph sampling.
Experimental results show that our algorithm achieves comparable video summarization as state-of-the-art methods, at a substantially reduced complexity.
arXiv Detail & Related papers (2021-10-21T18:43:00Z) - Exact Matching of Random Graphs with Constant Correlation [2.578242050187029]
This paper deals with the problem of graph matching or network alignment for ErdHos--R'enyi graphs.
It can be viewed as a noisy average-case version of the graph isomorphism problem.
arXiv Detail & Related papers (2021-10-11T05:07:50Z) - Local classical MAX-CUT algorithm outperforms $p=2$ QAOA on high-girth
regular graphs [0.0]
We show that for all degrees $D ge 2$ of girth $> 5$, QAOA$ has a larger expected cut fraction than QAOA$$ on $G$.
We conjecture that for every constant $p$, there exists a local classical MAX-CUT algorithm that performs as well as QAOA$_p$ on all graphs.
arXiv Detail & Related papers (2021-01-14T09:17:20Z) - An Optimal Separation of Randomized and Quantum Query Complexity [67.19751155411075]
We prove that for every decision tree, the absolute values of the Fourier coefficients of a given order $ellsqrtbinomdell (1+log n)ell-1,$ sum to at most $cellsqrtbinomdell (1+log n)ell-1,$ where $n$ is the number of variables, $d$ is the tree depth, and $c>0$ is an absolute constant.
arXiv Detail & Related papers (2020-08-24T06:50:57Z)
This list is automatically generated from the titles and abstracts of the papers in this site.
This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.