Abstract
We study the Laplacian on family preserving metric graphs. These are graphs that have a certain symmetry that, as we show, allows for a decomposition into a direct sum of one-dimensional operators whose properties are explicitly related to the structure of the graph. Such decompositions have been extremely useful in the study of Schrödinger operators on metric trees. We show that the tree structure is not essential, and moreover, obtain a direct and simple correspondence between such decompositions in the discrete and continuum case.
Similar content being viewed by others
Notes
Breuer and Keller [13] actually study a slightly more general class of graphs that they call ‘path commuting’, but as the definition is considerably more involved and less intuitive and since all relevant examples are family preserving, we have decided to prefer here simplicity to generality and restrict our attention to family preserving graphs.
The preprint [25] presents an extensive spectral analysis of spherically homogeneous metric antitrees, also using a decomposition inspired by [13]. Since spherically homogeneous metric antitrees are family preserving, our general setting includes such graphs as particular cases (although we restrict attention to the self-adjoint case). Our emphasis here, however, is on the decomposition method itself and not on the spectral analysis.
This assumption is made in order to avoid technical issues regarding the definition of the domain of the operator and we make it here for simplicity. The central ideas in our approach do not rely on this assumption.
If \(b_r=\infty \), one should replace \([a_r,b_r]\) in \([a_r,b_r)\) etc.
References
Aizenman, M., Sims, R., Warzel, S.: Stability of the absolutely continuous spectrum of random Schrödinger operators on tree graphs. Probab. Theory Relat. Fields 136, 363–394 (2006)
Aizenman, M., Sims, R., Warzel, S.: Absolutely continuous spectra of quantum tree graphs with weak disorder. Commun. Math. Phys. 264, 371–389 (2006)
Allard, C., Froese, R.: A Mourre estimate for a Schrödinger operator on a binary tree. Rev. Math. Phys. 12, 1655–1667 (2000)
Band, R., Berkolaiko, G., Joyner, C.H., Liu, W.: Quotients of finite-dimensional operators by symmetry representations, Preprint. arXiv:1711.00918
Band, R., Lévy, G.: Quantum graphs which optimize the spectral gap. Ann. Henri Poincaré 18, 3269–3323 (2017)
Berkolaiko, G., Carlson, R., Fulling, S., Kuchment, P.: Quantum graphs and their applications. In: Contemporary Mathematics, vol. 415. American Mathematical Society, Providence (2006)
Berkolaiko, G., Kuchment, P.: Introduction to quantum graphs. In: Cohen, R.L., Sudakov, B., Singer, M.A., Weinstein, M.I. (eds.) Mathematical Surveys and Monographs, vol. 186. American Mathematical Society, Providence (2013)
Berkolaiko, G., Kennedy, J., Kurasov, P., Mugnolo, D.: Edge connectivity and the spectral gap of combinatorial and quantum graphs. J. Phys. A Math. Theor. 50, 365201 (2017)
Breuer, J.: Singular continuous spectrum for the Laplacian on certain sparse trees. Commun. Math. Phys. 269, 851–857 (2007)
Breuer, J.: Singular continuous and dense point spectrum for sparse tree with finite dimensions. Probab. Math. Phys. 42, 65–83 (2007)
Breuer, J.: Localization for the Anderson model on trees with finite dimensions. Ann. Henri Poincaré 8, 1507–1520 (2007)
Breuer, J., Frank, R.L.: Singular spectrum for radial trees. Rev. Math. Phys. 21, 1–17 (2009)
Breuer, J., Keller, M.: Spectral analysis of certain spherically homogeneous graphs. Oper. Matrices 4, 825–847 (2013)
Carlson, R.: Hill’s equation for a homogeneous tree. Electron. J. Differ. Equ. 23, 1–30 (1997)
Carlson, R.: Nonclassical Sturm-Liouville problems and Schrödinger operators on radial trees. Electron. J. Differ. Equ. 71, 1–24 (2000). (Electronic)
Ekholm, T., Frank, R. L., Kovařík, H.: Remarks about Hardy inequalities on metric trees in [18]
Ekholm, T., Frank, R.L., Kovařík, H.: Eigenvalue estimates for Schrödinger operators on metric trees. Adv. Math. 226, 5165–5197 (2011)
Exner, P., Keating, J. P., Kuchment, P., Sunada, T., Teplyaev, A.: Analysis on graphs and its applications. In: Exner, P. (ed.) Proceedings of Symposia in Pure Mathematics, vol. 77, American Mathematical Society, Providence (2008)
Gnutzmann, S., Smilansky, U.: Quantum graphs: applications to quantum chaos and universal spectral statistics. Adv. Phys. 55, 527–625 (2006)
Grigor’yan, A., Huang, X., Masamune, J.: On stochastic completeness of jump processes. Math. Z. 271, 1211–1239 (2012)
Gutkin, B., Smilansky, U.: Can one hear the shape of a graph. J. Phys. A 34, 6061–6068 (2001)
Hislop, P.D., Post, O.: Anderson localization for radial tree-like random quantum graphs. Waves Random Complex Media 19, 216–261 (2009)
Keller, M., Lenz, D., Wojciechowski, R.K.: Volume growth, spectrum and stochastic completeness of infinite graphs. Math. Z. 274, 905–932 (2013)
Klein, A.: Extended states in the Anderson model on the Bethe lattice. Adv. Math. 133, 163–184 (1998)
Kostenko, A., Nicolussi, N.: Quantum graphs on radially symmetric antitrees, Preprint. arXiv:1901.05404
Kuchment, P.: Quantum graphs II. Some spectral properties of quantum and combinatorial graphs. J. Phys. A 38, 4887–4900 (2005)
Mohar, B., Woess, W.: A survey on spectra of infinite graphs. Bull. Lond. Math. Soc. 21, 209–234 (1989)
Naimark, K., Solomyak, M.: Geometry of Sobolev spaces on regular trees and the Hardy inequalities. Russ. J. Math. Phys. 8, 322–335 (2001)
Remling, C.: The absolutely continuous spectrum of Jacobi matrices. Ann. Math. 174, 125–171 (2011)
Sadel, C.: Anderson transition at two-dimensional growth rate on antitrees and spectral theory for operators with one propagating channel. Ann. Henri Poincaré 17, 1631–1675 (2016)
Sadel, C.: GOE statistics for Anderson models on antitrees and thin boxes in \({\mathbb{Z}}^3\) with deformed Laplacian. Electron. J. Probab. 23, 24 (2018)
Solomyak, M.: On the spectrum of the Laplacian on regular metric trees. Waves Random Media 14, 155–171 (2004)
Tautenhahn, M.: Localization criteria for Anderson models on locally finite graphs. J. Stat. Phys. 144(1), 60–75 (2011)
Wojciechowski, R.K.: Stochastically incomplete manifolds and graphs. In: Random Walks, Boundaries and Spectral Theory, Progress in Probability. Birkhäuser (2011)
Acknowledgements
We thank Rami Band, Gregory Berkolaiko, Aleksey Kostenko and the anonymous referees for useful comments.
Author information
Authors and Affiliations
Corresponding author
Additional information
Communicated by Jan Derezinski.
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supported in part by the Israel Science Foundation (Grant No. 399/16) and in part by the United States-Israel Binational Science Foundation (Grant No. 2014337).
Appendix: Proof of Proposition 2.12
Appendix: Proof of Proposition 2.12
Proof of Proposition 2.12
We say that \(n\in {\mathbb {N}}\) is “bad” if the number of edges of generation n is greater than the number of vertices of generation n and of the number of vertices of generation \(n+1\). For such n, and \(e=(i(e),t(e))\) such that \(\mathrm{gen}(e)=n\), we add a vertex w, the edges \(e_{1}=(i(e),w)\) and \(e_{2}=(w,t(e))\) such that \(l(e_{i})=\frac{l(e)}{2}\), and remove e from \(E(\Gamma )\). In simple words, we divide the edge into two edges with equal length. Note that in the resulting graph, the numbers \(n,\,n+1\) are not bad, because for every new edge e, there is a unique vertex \(w_{e}\) which was added with e. In addition, none of the other generations became bad, because we did not remove any vertices from \(V(\Gamma )\). Thus, if we follow this procedure for every bad n, the resulting graph will be locally balanced. Denote that graph by \({\overline{\Gamma }}\), and let \({\overline{\Delta }}=\Delta _{{\overline{\Gamma }}}\). Note that as measure spaces, there is no difference between \(\Gamma \) and \({\overline{\Gamma }}\). The Kirchhoff boundary conditions assure us that the transformation \(T{:}\,D(\Delta )\rightarrow D({\overline{\Delta }})\) defined by \(T(\varphi )=\varphi \) is unitary, and maps \(D(\Delta )\) bijectively onto \(D({\overline{\Delta }}).\)
It is left to prove that \({\overline{\Gamma }}\) is family preserving. Denote by \(\overline{S_{n}}\) the n’th sphere in \({\overline{\Gamma }}\). Let \(v,u\in \overline{S_{n}}\) such that v and u are forward neighbors. Consider the following cases:
- (i)
\(\overline{S_{n}}\) is not a part of \(\Gamma \), meaning we added that sphere during the above process. In this case, v and u were added in the middle of the edges \((w_{1},z)\), \((w_{2},z)\) which means that \(w_{1}\) and \(w_{2}\) are forward neighbors in \(\Gamma \). That implies that there exists a rooted graph automorphism \(\tau {:}\,V(\Gamma )\rightarrow V(\Gamma )\) such that \(\tau (w_{1})=\tau (w_{2})\), and \(\forall k\ge 0\,\tau |_{S_{n+k}}= Id \). We define \({\overline{\tau }}{:}\,V({\overline{\Gamma }})\rightarrow V({\overline{\Gamma }})\) by \({\overline{\tau }}|_{V(\Gamma )}=\tau \), and if x was added in the middle of the edge \((v_{1},v_{2})\), \({\overline{\tau }}(x)\) will be the vertex that was added in the middle of \((\tau (v_{1}),\tau (v_{2}))\) (such vertex exists because of spherical symmetry). Now, we have that \({\overline{\tau }}(v)=u\), and \(\forall k\ge 0\,{\overline{\tau }}|_{\overline{S_{n+k}}}= Id \), as required.
- (ii)
\(\overline{S_{n}}\) is a part of \(\Gamma \). In that case, \(\overline{S_{n+1}}\) is also a part of \(\Gamma \), because an added vertex cannot connect vertices from the preceding sphere, so we can define \({\overline{\tau }}\) exactly as in case (i), and get the desired automorphism.
The proof for backward neighbors is exactly the same. \(\square \)
Rights and permissions
About this article
Cite this article
Breuer, J., Levi, N. On the Decomposition of the Laplacian on Metric Graphs. Ann. Henri Poincaré 21, 499–537 (2020). https://doi.org/10.1007/s00023-019-00879-z
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00023-019-00879-z