Long-range self-avoiding walk converges to α-stable processes
Heydenreich, Markus
Annales de l'I.H.P. Probabilités et statistiques, Tome 47 (2011), p. 20-42 / Harvested from Numdam

Nous considérons un modèle à longue portée de la marche aléatoire auto-évitante en dimension d > 2(α ∧ 2), où d est la dimension et α l'exposant de décroissance polynomiale de la fonction de couplage. Après un rééchelonnage approprié, nous démontrons la convergence vers un mouvement brownien pour α ≥ 2 et vers un processus de Lévy α-stable pour α < 2. Ce résultat complète celui de Slade [J. Phys. A 21 (1988) L417-L420] qui démontre la convergence vers le mouvement brownien pour une marche auto-évitante à plus proche voisin en grande dimension.

We consider a long-range version of self-avoiding walk in dimension d > 2(α ∧ 2), where d denotes dimension and α the power-law decay exponent of the coupling function. Under appropriate scaling we prove convergence to brownian motion for α ≥ 2, and to α-stable Lévy motion for α < 2. This complements results by Slade [J. Phys. A 21 (1988) L417-L420], who proves convergence to brownian motion for nearest-neighbor self-avoiding walk in high dimension.

Publié le : 2011-01-01
DOI : https://doi.org/10.1214/09-AIHP350
Classification:  82B41
@article{AIHPB_2011__47_1_20_0,
     author = {Heydenreich, Markus},
     title = {Long-range self-avoiding walk converges to $\alpha $-stable processes},
     journal = {Annales de l'I.H.P. Probabilit\'es et statistiques},
     volume = {47},
     year = {2011},
     pages = {20-42},
     doi = {10.1214/09-AIHP350},
     zbl = {1210.82055},
     language = {en},
     url = {http://dml.mathdoc.fr/item/AIHPB_2011__47_1_20_0}
}
Heydenreich, Markus. Long-range self-avoiding walk converges to $\alpha $-stable processes. Annales de l'I.H.P. Probabilités et statistiques, Tome 47 (2011) pp. 20-42. doi : 10.1214/09-AIHP350. http://gdmltest.u-ga.fr/item/AIHPB_2011__47_1_20_0/

[1] P. Billingsley. Convergence of Probability Measures. Wiley, New York, 1968. | MR 233396 | Zbl 0944.60003

[2] D. C. Brydges and T. Spencer. Self-avoiding walk in 5 or more dimensions. Comm. Math. Phys. 97 (1985) 125-148. | MR 782962 | Zbl 0575.60099

[3] L.-C. Chen and A. Sakai. Asymptotic behavior of the gyration radius for long-range self-avoiding walk and long-range oriented percolation. Ann. Probab. To appear. | MR 2789505 | Zbl pre05878715

[4] L.-C. Chen and A. Sakai. Critical behavior and the limit distribution for long-range oriented percolation. I. Probab. Theory Related Fields 142 (2008) 151-188. | MR 2413269 | Zbl 1149.60065

[5] L.-C. Chen and A. Sakai. Critical behavior and the limit distribution for long-range oriented percolation. II: Spatial correlation. Probab. Theory Related Fields 145 (2009) 435-458. | MR 2529436 | Zbl 1176.60082

[6] Y. Cheng. Long range self-avoiding random walks above critical dimension. Ph.D. thesis, Temple University, August 2000.

[7] E. Derbez and G. Slade. The scaling limit of lattice trees in high dimensions. Comm. Math. Phys. 193 (1998) 69-104. | MR 1620301 | Zbl 0915.60076

[8] T. Hara and G. Slade. Self-avoiding walk in five or more dimensions. I. The critical behaviour. Comm. Math. Phys. 147 (1992) 101-136. | MR 1171762 | Zbl 0755.60053

[9] M. Heydenreich, R. Van Der Hofstad and A. Sakai. Mean-field behavior for long- and finite range Ising model, percolation and self-avoiding walk. J. Stat. Phys. 132 (2008) 1001-1049. | MR 2430773 | Zbl 1152.82007

[10] R. Van Der Hofstad. Spread-out oriented percolation and related models above the upper critical dimension: Induction and superprocesses. In Ensaios Matemáticos [Mathematical Surveys] 9 91-181. Sociedade Brasileira de Matemática, Rio de Janeiro, 2005. | MR 2209700 | Zbl 1077.60075

[11] R. Van Der Hofstad and G. Slade. A generalised inductive approach to the lace expansion. Probab. Theory Related Fields 122 (2002) 389-430. | MR 1892852 | Zbl 1002.60095

[12] O. Kallenberg. Foundations of Modern Probability. Springer, New York, 1997. | MR 1464694 | Zbl 0996.60001

[13] L. B. Koralov and Ya. G. Sinai. Theory of Probability and Random Processes, 2nd edition. Springer, Berlin, 2007. | MR 2343262 | Zbl 1181.60004

[14] N. Madras and G. Slade. The Self-Avoiding Walk. Birkhäuser, Boston, MA, 1993. | MR 1197356 | Zbl 0872.60076

[15] G. Samorodnitsky and M. S. Taqqu. Stable Non-Gaussian Random Processes. Chapman & Hall, New York, 1994. | MR 1280932 | Zbl 0925.60027

[16] G. Slade. Convergence of self-avoiding random walk to Brownian motion in high dimensions. J. Phys. A 21 (1988) L417-L420. | MR 951038 | Zbl 0653.60061

[17] G. Slade. The scaling limit of self-avoiding random walk in high dimensions. Ann. Probab. 17 (1989) 91-107. | MR 972773 | Zbl 0664.60069

[18] G. Slade. The Lace Expansion and Its Applications. Lecture Notes in Mathematics 1879. Springer, Berlin, 2006. | MR 2239599 | Zbl 1113.60005

[19] W.-S. Yang and D. Klein. A note on the critical dimension for weakly self-avoiding walks. Probab. Theory Related Fields 79 (1988) 99-114. | MR 952997 | Zbl 0631.60076