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arXiv:1011.5460

Quantum Walks on Regular Graphs and Eigenvalues

Chris D. Godsil, Krystal Guo

Published Nov 24, 2010• 3 citations
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Abstract

We study the transition matrix of a quantum walk on strongly regular graphs. It is proposed by Emms, Hancock, Severini and Wilson in 2006, that the spectrum of $S^+(U^3)$, a matrix based on the amplitudes of walks in the quantum walk, distinguishes strongly regular graphs. We find the eigenvalues of $S^+(U)$ and $S^+(U^2)$ for regular graphs.

DOI
10.48550/arxiv.1011.5460

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We study the transition matrix of a quantum walk on strongly regular graphs. It is proposed by Emms, Hancock, Severini and Wilson in 2006, that the spectrum of S+(U3)S^+(U^3)S+(U3), a matrix based on the amplitudes of walks in the quantum walk, distinguishes strongly regular graphs. We find the eigenvalues of S+(U)S^+(U)S+(U) and S+(U2)S^+(U^2)S+(U2) for regular graphs.
We study the transition matrix of a quantum walk on strongly regular graphs. It is proposed by Emms, Hancock, Severini and Wilson in 2006, that the spectrum of S+(U3)S^+(U^3)S+(U3), a matrix based on the amplitudes of walks in the quantum walk, distinguishes strongly regular graphs. We find the eigenvalues of S+(U)S^+(U)S+(U) and S+(U2)S^+(U^2)S+(U2) for regular graphs and show that S+(U2)=S+(U)2+IS^+(U^2) = S^+(U)^2 + IS+(U2)=S+(U)2+I.
This thesis studies the transition matrix of a quantum walk on strongly regular graphs. It is proposed by Emms, Hancock, Severini and Wilson in 2006, that the spectrum of a matrix based on the amplitudes of walks in the quantum walk, distinguishes strongly regular graphs. \n \nWe begin by finding the eigenvalues of matrices describing the quantum walk for regular graphs. We also show that if two graphs are isomorphic, then the corresponding matrices produced by the procedure of Emms et al. are cospectral. We then look at the entries of the cube of the transition matrix and find an expression for the matrices produced by the procedure of Emms et al. in terms of the adjacency matrix and incidence matrices of the graph.
We study the transition matrix of a quantum walk on strongly regular graphs. It is proposed by Emms, Hancock, Severini and Wilson in 2006, that the spectrum of S+(U3)S^+(U^3)S+(U3), a matrix based on the amplitudes of walks in the quantum walk, distinguishes strongly regular graphs. We probabilistically compute the spectrum of the line intersection graphs of two non-isomorphic generalized quadrangles of order (52,5)(5^2,5)(52,5) under this matrix and thus provide strongly regular counter-examples to the conjecture.
Let GGG be a strongly regular graph of prime order ppp with connection degree k≥6k \geq 6k≥6. We prove that the \emph{quantum walk characteristic polynomial} χq(G,λ)≔det⁡(λI−UG)χ_q(G,λ) \coloneqq \det(λI - U_G)χq​(G,λ):=det(λI−UG​), where UGU_GUG​ is the coined quantum walk operator on GGG, completely determines GGG up to isomorphism within the class of strongly regular graphs of the same order. The proof proceeds in three steps. First, we show that UGU_GUG​ block-diagonalizes under the discrete Fourier transform over Zp\Z_pZp​, yielding ppp blocks UG(j)U_G^{(j)}UG(j)​ of size k×kk \times kk×k. Second, we prove an explicit formula χq ⁣(UG(j),λ)=(λ−1)(k−2)/2(λ+1)(k−2)/2 ⁣(λ2−2A^G(j)k λ+1), χ_q\!\bigl(U_G^{(j)}, λ\bigr) = (λ-1)^{(k-2)/2}(λ+1)^{(k-2)/2} \!\left(λ^2 - \tfrac{2\widehat{A}_G(j)}{k}\,λ+ 1\right), χq​(UG(j)​,λ)=(λ−1)(k−2)/2(λ+1)(k−2)/2(λ2−k2AG​(j)​λ+1), from which the Fourier coefficient A^G(j)\widehat{A}_G(j)AG​(j) is recovered as the unique real part of an eigenvalue of UG(j)U_G^{(j)}UG(j)​ distinct from ±1\pm 1±1. Third, the inverse discrete Fourier transform recovers the connection set SSS of GGG, and Turner's theorem (1967) identifies GGG up to isomorphism. As a consequence, graph isomorphism is decidable in polynomial time within this class using the quantum walk spectrum, without resorting to the general quasi-polynomial algorithm of Babai (2016).
We study perfect state transfer in Grover walks on two important classes of graphs: strongly regular graphs and strongly walk-regular graphs. The latter class is a generalization of the former. We first give a complete classification of strongly regular graphs that admit perfect state transfer. The only such graphs are the complete bipartite graph K2,2K_{2,2}K2,2​ and the complete tripartite graph K2,2,2K_{2,2,2}K2,2,2​. We then show that, if a connected strongly walk-regular graph that is not a strongly regular graph admits perfect state transfer, then its spectrum must be of the form {[k]1,[k2]α,[0]β,[−k2]γ}\{[k]^1, [\frac{k}{2}]^α, [0]^β, [-\frac{k}{2}]^γ\}{[k]1,[2k​]α,[0]β,[−2k​]γ}, and we enumerate all feasible spectra of this form up to k=20k=20k=20 with the help of a computer. These results are obtained using techniques from algebraic number theory and spectral graph theory, particularly through the analysis of eigenvalues and eigenprojections of a normalized adjacency matrix. While the setting is in quantum walks, the core discussion is developed entirely within the framework of spectral graph theory.
Let UX(t)U_X(t)UX​(t) be the transition matrix of a quantum walk on a graph XXX relative to its adjacency matrix AAA or the Laplacian matrix LLL. This paper investigates the behavior of quantum walks under Cartesian products, joins, and graph complements. We have two main goals. First, we characterize the conditions such that peak state transfer and pretty good state transfer are preserved under these operations, allowing us to construct new families of graphs admitting these properties. Our second goal is to analyze the relationship between the quantum walks on a graph and its complement. We provide bounds for fu,v(t)=∣UXc(t)u,v−eitδUX(−t)u,v∣f_{u,v}(t)=\big|U_{X^c}(t)_{u,v}-e^{itδ}U_X(-t)_{u,v}\big|fu,v​(t)=​UXc​(t)u,v​−eitδUX​(−t)u,v​​ and gu,v(t)=∣∣UX(t)u,v∣−∣UXc(t)u,v∣∣g_{u,v}(t)=\big||U_X(t)_{u,v}|-|U_{X^c}(t)_{u,v}|\big|gu,v​(t)=​∣UX​(t)u,v​∣−∣UXc​(t)u,v​∣​, where δ=−1δ=-1δ=−1 when dealing with AAA and δ=nδ=nδ=n otherwise. Note that fu,v(t)f_{u,v}(t)fu,v​(t) and gu,v(t)g_{u,v}(t)gu,v​(t) both measure the difference between the behavior of quantum state transfer between vertices uuu and vvv in a graph and its complement. If XXX is regular or M=LM=LM=L, then fu,v(t)f_{u,v}(t)fu,v​(t) is bounded above by 2∣V(X)∣\frac{2}{|V(X)|}∣V(X)∣2​. If XXX is non-regular and M=AM=AM=A, then we utilize the main eigenvalues of a graph to obtain an upper bound for fu,v(t)f_{u,v}(t)fu,v​(t) which depends only on AAA. We also use the bounding matrix of the graph to give bounds for the Nordhaus-Gaddum type relations ∣UX(t)u,v∣+∣UXc(t)u,v∣|U_X(t)_{u,v}|+|U_{X^c}(t)_{u,v}|∣UX​(t)u,v​∣+∣UXc​(t)u,v​∣ and ∣UX(t)u,v∣⋅∣UXc(t)u,v∣|U_X(t)_{u,v}|\cdot |U_{X^c}(t)_{u,v}|∣UX​(t)u,v​∣⋅∣UXc​(t)u,v​∣. Finally, we demonstrate that most of our bounds are sharp for certain families of graphs.