Green functions on self-similar graphs and bounds for the spectrum of the laplacian

Bernhard Krön[1]

  • [1] Erwin Schrödinger Institute (ESI), Boltzmanngasse 9, 1090 Wien (Autriche)

Annales de l’institut Fourier (2002)

  • Volume: 52, Issue: 6, page 1875-1900
  • ISSN: 0373-0956

Abstract

top
Combining the study of the simple random walk on graphs, generating functions (especially Green functions), complex dynamics and general complex analysis we introduce a new method for spectral analysis on self-similar graphs.First, for a rather general, axiomatically defined class of self-similar graphs a graph theoretic analogue to the Banach fixed point theorem is proved. The subsequent results hold for a subclass consisting of “symmetrically” self-similar graphs which however is still more general then other axiomatically defined classes of self-similar graphs studied in this context before: we obtain functional equations and a decomposition algorithm for the Green functions of the simple random walk Markov transition operator P . Their analytic continuations are given by rapidly converging expressions. We study the dynamics of a probability generating function d associated with a random walk on a certain finite subgraph (“cell-graph”). The reciprocal spectrum spec - 1 P = { 1 / λ λ spec P } coincides with the set of points z in ¯ ( - 1 , 1 ) such that there is Green function which cannot be continued analytically from both half spheres in ¯ ¯ to z . The Julia set 𝒥 of d is an interval or a Cantor set. In the latter case spec - 1 P is the set of singularities of all Green functions. Finally, we get explicit inner and outer bounds, 𝒥 spec - 1 P 𝒥 𝒟 , where 𝒟 is the set of the d -backward iterates of a finite set of real numbers.

How to cite

top

Krön, Bernhard. "Green functions on self-similar graphs and bounds for the spectrum of the laplacian." Annales de l’institut Fourier 52.6 (2002): 1875-1900. <http://eudml.org/doc/116030>.

@article{Krön2002,
abstract = {Combining the study of the simple random walk on graphs, generating functions (especially Green functions), complex dynamics and general complex analysis we introduce a new method for spectral analysis on self-similar graphs.First, for a rather general, axiomatically defined class of self-similar graphs a graph theoretic analogue to the Banach fixed point theorem is proved. The subsequent results hold for a subclass consisting of “symmetrically” self-similar graphs which however is still more general then other axiomatically defined classes of self-similar graphs studied in this context before: we obtain functional equations and a decomposition algorithm for the Green functions of the simple random walk Markov transition operator $P$. Their analytic continuations are given by rapidly converging expressions. We study the dynamics of a probability generating function $d$ associated with a random walk on a certain finite subgraph (“cell-graph”). The reciprocal spectrum $\{\rm spec\}^\{-1\}\!P=\lbrace 1/\lambda \mid \lambda \in \{\rm spec\}\, P\rbrace $ coincides with the set of points $z$ in $\bar\{\mathbb \{R\}\}\setminus (-1,1)$ such that there is Green function which cannot be continued analytically from both half spheres in $\bar\{\mathbb \{C\}\}\setminus \bar\{\mathbb \{R\}\}$ to $z$. The Julia set $\{\mathcal \{J\}\}$ of $d$ is an interval or a Cantor set. In the latter case $\{\rm spec\}^\{-1\}\!P$ is the set of singularities of all Green functions. Finally, we get explicit inner and outer bounds, $\{\mathcal \{J\}\}\subset \{\rm spec\}^\{-1\}\!P\subset \{\mathcal \{J\}\}\cup \{\mathcal \{D\}\},$ where $\{\mathcal \{D\}\}$ is the set of the $d$-backward iterates of a finite set of real numbers.},
affiliation = {Erwin Schrödinger Institute (ESI), Boltzmanngasse 9, 1090 Wien (Autriche)},
author = {Krön, Bernhard},
journal = {Annales de l’institut Fourier},
keywords = {self-similar graphs; Green functions; self-similar graph; simple random walk; Green function; Julia set},
language = {eng},
number = {6},
pages = {1875-1900},
publisher = {Association des Annales de l'Institut Fourier},
title = {Green functions on self-similar graphs and bounds for the spectrum of the laplacian},
url = {http://eudml.org/doc/116030},
volume = {52},
year = {2002},
}

TY - JOUR
AU - Krön, Bernhard
TI - Green functions on self-similar graphs and bounds for the spectrum of the laplacian
JO - Annales de l’institut Fourier
PY - 2002
PB - Association des Annales de l'Institut Fourier
VL - 52
IS - 6
SP - 1875
EP - 1900
AB - Combining the study of the simple random walk on graphs, generating functions (especially Green functions), complex dynamics and general complex analysis we introduce a new method for spectral analysis on self-similar graphs.First, for a rather general, axiomatically defined class of self-similar graphs a graph theoretic analogue to the Banach fixed point theorem is proved. The subsequent results hold for a subclass consisting of “symmetrically” self-similar graphs which however is still more general then other axiomatically defined classes of self-similar graphs studied in this context before: we obtain functional equations and a decomposition algorithm for the Green functions of the simple random walk Markov transition operator $P$. Their analytic continuations are given by rapidly converging expressions. We study the dynamics of a probability generating function $d$ associated with a random walk on a certain finite subgraph (“cell-graph”). The reciprocal spectrum ${\rm spec}^{-1}\!P=\lbrace 1/\lambda \mid \lambda \in {\rm spec}\, P\rbrace $ coincides with the set of points $z$ in $\bar{\mathbb {R}}\setminus (-1,1)$ such that there is Green function which cannot be continued analytically from both half spheres in $\bar{\mathbb {C}}\setminus \bar{\mathbb {R}}$ to $z$. The Julia set ${\mathcal {J}}$ of $d$ is an interval or a Cantor set. In the latter case ${\rm spec}^{-1}\!P$ is the set of singularities of all Green functions. Finally, we get explicit inner and outer bounds, ${\mathcal {J}}\subset {\rm spec}^{-1}\!P\subset {\mathcal {J}}\cup {\mathcal {D}},$ where ${\mathcal {D}}$ is the set of the $d$-backward iterates of a finite set of real numbers.
LA - eng
KW - self-similar graphs; Green functions; self-similar graph; simple random walk; Green function; Julia set
UR - http://eudml.org/doc/116030
ER -

References

top
  1. M.T. Barlow, J. Kigami, Localized eigenfunctions of the Laplacian on p.c.f. self-similar sets, J. London Math. Soc. 56 (1997), 320-332 Zbl0904.35064MR1489140
  2. M.T. Barlow, E.A. Perkins, Brownian motion on the Sierpiński gasket, Prob. Theory Related Fields 79 (1988), 543-623 Zbl0635.60090MR966175
  3. L. Bartholdi, Croissance de groupes agissant sur des arbres, (2000) 
  4. L. Bartholdi, R.I. Grigorchuk, On the spectrum of Hecke type operators related to some fractal groups, Tr. Mat. Inst. Steklova (Din. Sist., Avtom. i Beskon. Gruppy) 231 (2000), 5-45 Zbl1172.37305MR1841750
  5. L. Bartholdi, R.I. Grigorchuk, V. Nekrashevych, From fractal groups to fractal sets, Fractals in Graz 2001 (2002), Birkhäuser Zbl1037.20040
  6. A.F. Beardon, Iteration of rational functions, (1991), Springer-Verlag, New York Zbl0742.30002MR1128089
  7. L. Carleson, T.W. Gamelin, Complex dynamics, (1993), Springer-Verlag, New York Zbl0782.30022MR1230383
  8. P.G. Doyle, J.L. Snell, Random walks and electric networks, (1984), Math. Association of America, Washington, DC Zbl0583.60065MR920811
  9. N. Dunford, J.T. Schwartz, Linear Operators I-II, (1963), Interscience, New York Zbl0084.10402
  10. I.P. Goulden, D.M. Jackson, Combinatorial enumeration, (1983), John Wiley & Sons, New York Zbl0519.05001MR702512
  11. P.J. Grabner, Functional iterations and stopping times for Brownian motion on the Sierpiński gasket, Mathematika 44 (1997), 374-400 Zbl0903.60075MR1600494
  12. P.J. Grabner, W. Woess, Functional iterations and periodic oscillations for simple random walk on the Sierpiński graph, Stochastic Process. Appl. 69 (1997), 127-138 Zbl0913.60050MR1464178
  13. B.M. Hambly, On the asymptotics of the eigenvalue counting function for random recursive Sierpiński gaskets, Prob. Theory Related Fields 117 (2000), 221-247 Zbl0954.35121MR1771662
  14. B.M. Hambly, V. Metz, The homogenization problem for the Vicsek set, Stochastic Process. Appl. 76 (1998), 167-190 Zbl0930.31005MR1642660
  15. J.E. Hutchinson, Fractals and self-similarity, Indiana Univ. Math. J. 30 (1981), 713-747 Zbl0598.28011MR625600
  16. C. Inninger, Rational iteration, (2001) Zbl1079.37042MR1826372
  17. O.D. Jones, Transition probabilities for the simple random walk on the Sierpiński graph, Stochastic Process. Appl. 61 (1996), 45-69 Zbl0853.60058MR1378848
  18. H. Kesten, Symmetric random walks on groups, Trans. Amer. Math. Soc. 92 (1959), 336-354 Zbl0092.33503MR109367
  19. J. Kigami, Harmonic calculus on p.c.f. self-similar sets., Trans. Amer. Math. Soc. 335 (1993), 721-755 Zbl0773.31009MR1076617
  20. B. Krön, Spectral and structural theory of infinite graphs, (2001) Zbl0992.05067
  21. B. Krön, Growth of self-similar graphs, (2002) Zbl1012.60063MR2037759
  22. B. Krön, E. Teufl, Asymptotics of the transition probabilities of the simple random walk on self-similar graphs, (2002) Zbl1030.60064MR2020038
  23. T. Lindström, Brownian motion on nested fractals, Mem. Amer. Math. Soc. 83 (1990) Zbl0688.60065MR988082
  24. L. Malozemov, The integrated density of states for the difference Laplacian on the modified Koch graph, Comm. Math. Phys. 156 (1993), 387-397 Zbl0786.58039MR1233851
  25. L. Malozemov, Random walk and chaos of the spectrum. Solvable model, Chaos Solitons Fractals 5 (1995), 895-907 Zbl0912.58028MR1354732
  26. L. Malozemov, A. Teplyaev, Pure point spectrum of the Laplacians on fractal graphs, J. Funct. Anal. 129 (1995), 390-405 Zbl0822.05045MR1327184
  27. L. Malozemov, A. Teplyaev, Self-similarity, operators and dynamics, (2001) Zbl1021.05069
  28. V. Metz, How many diffusions exist on the Vicsek snowflake?, Acta Appl. Math. 32 (1993), 227-241 Zbl0795.31011MR1255630
  29. C.S.J.A. Nash-Williams, Random walk and electric currents in networks, Proc. Cambridge Phil. Soc. 55 (1959), 181-194 Zbl0100.13602MR124932
  30. R. Rammal, Random walk statistics on fractal structures, J. Stat. Phys. 36 (1984), 547-560 Zbl0587.60061MR773968
  31. R. Rammal, Spectrum of harmonic excitations on fractals, J. Physique 45 (1984), 191-206 MR737523
  32. R. Rammal, Toulouse, Random walks on fractal structures and percolation clusters, J. Physique - Lettres 44 36 (1983) 
  33. C. Sabot, Pure point spectrum for the Laplacian on unbounded nested fractals, J. Funct. Anal. 173 (2000), 497-524 Zbl0965.35103MR1760624
  34. A. Teplyaev., Spectral analysis on infinite Sierpiński gaskets, J. Funct. Anal. 159 (1998), 537-567 Zbl0924.58104MR1658094
  35. W. Woess, Random Walks on Infinite Graphs and Groups, (2000), Cambridge University Press, Cambridge Zbl0951.60002MR1743100

NotesEmbed ?

top

You must be logged in to post comments.

To embed these notes on your page include the following JavaScript code on your page where you want the notes to appear.

Only the controls for the widget will be shown in your chosen language. Notes will be shown in their authored language.

Tells the widget how many notes to show per page. You can cycle through additional notes using the next and previous controls.

    
                

Note: Best practice suggests putting the JavaScript code just before the closing </body> tag.