Abstract
This paper aims to study the asymptotic behaviour of the fundamental solutions (heat kernels) of non-local (partial and pseudo differential) equations with fractional operators in time and space. In particular, we obtain exact asymptotic formulas for the heat kernels of time-changed Brownian motions and Cauchy processes. As an application, we obtain exact asymptotic formulas for the fundamental solutions to the n-dimensional fractional heat equations in both time and space
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B. Baeumer, M.M. Meerschaert, Stochastic solutions for fractional Cauchy problems. Fract. Calc. Appl. Anal. 4 (2001), 481–500
A. Bendikov, Asymptotic formulas for symmetric stable semigroups. Expo. Math. 12 (1994), 381–384
A. Bendikov, Heat kernels for isotropic-like Markov generators on ultrametric spaces: A survey. p-adic Numbers, Ultrametic Analysis and Applications 10 (2018), 1–11; DOI: 10.1134/S2070046618010016.
R.M. Blumenthal, R.K. Getoor, Some theorems on stable processes. Trans. Amer. Math. Soc. 95 (1960), 263–273; DOI: 10.1090/S0002-9947-1960-0119247-6.
S. Bochner, Diffusion equation and stochastic processes. Proc. Natl. Acad. Sci. U.S.A. 35 (1949), 368–370; DOI: 10.1073/pnas.35.7.368.
Y. Butko, Chernoff approximation for semigroups generated by killed Feller processes and Feynman formulae for time-fractional Fokker—Planck—Kolmogorov equations. Fract. Calc. Appl. Anal. 21, No 5 (2018), 1203–1237; DOI: 10.1515/fca-2018-0065; https://www.degruyter.com/view/j/fca.2018.21.issue-5/issue-files/fca.2018.21.issue-5.xml.
Z.-Q. Chen, P. Kim, T. Kumagai, J. Wang, Heat kernel estimates for time fractional equations. Forum Math. 30 (2018), 1163–1192; DOI: 10.1515/forum-2017-0192.
C.-S. Deng, R.L. Schilling, On shift Harnack inequalities for subordinate semigroups and moment estimates for Lévy processes. Stoch. Proc. Appl. 125 (2015), 3851–3878; DOI: 10.1016/j.spa.2015.05.013.
J. Dubbeldam, Z. Tomovski, T. Sandev, Space-time fractional Schrödinger equation with composite time fractional derivative. Fract. Calc. Appl. Anal. 18, No 5 (2015), 1179–1200; DOI: 10.1515/fca-2015-0068; https://www.degruyter.com/view/j/fca.2015.18.issue-5/issue-files/fca.2015.18.issue-5.xml.
N.G. de Bruijn, Asymptotic Methods in Analysis. North–Holland, Amsterdam, 1958.
R. Gorenflo, Y. Luchko, M. Yamamoto, Time-fractional diffusion equation in the fractional Sobolev spaces. Fract. Calc. Appl. Anal. 18, No 3 (2015), 799–820; DOI: 10.1515/fca-2015-0048; https://www.degruyter.com/view/j/fca.2015.18.issue-3/issue-files/fca.2015.18.issue-3.xml.
A. Grigor’yan, T. Kumagai, On the dichotomy in the heat kernel two sided estimates. Proc. Sympos. Pure Math. 77 (2008), 199–210; DOI: 10.1090/pspum/077.
M. Hahn, S. Umarov, Fractional Fokker–Planck–Kolmogorov type equations and their associated stochastic differential equations. Fract. Calc. Appl. Anal. 14, No 1 (2011), 56–79; DOI: 10.2478/s13540-011-0005-9; https://www.degruyter.com/view/j/fca.2011.14.issue-1/issue-files/fca.2011.14.issue-1.xml.
K. Hu, N. Jacob, C. Yuan, Existence and uniqueness for a class of stochastic time fractional space pseudo-differential equations. Fract. Calc. Appl. Anal. 19 (2016), 56–68; DOI: 10.1515/fca-2016-0004; https://www.degruyter.com/view/j/fca.2016.19.issue-1/issue-files/fca.2016.19.issue-1.xml.
N. Jacob, Pseudo Differential Operators and Markov Processes, Vol. 1–3. Imperial College Press, London (2001–2005).
N. Jacob, V. Knopova, S. Landwehr, R.L. Schilling, A geometric interpretation of the transition density of a symmetric Lévy process. Sci. China Math. 55 (2012), 1099–1126; DOI: 10.1007/s11425-012-4368-0.
P. Kern, S. Lage, M. Meerschaert, Semi-fractional diffusion equations. Fract. Calc. Appl. Anal. 22 (2019), 326–357; DOI: 10.1515/fca-2019-0021; https://www.degruyter.com/view/j/fca.2019.22.issue-2/issue-files/fca.2019.22.issue-2.xml.
M. Kwaśnicki, Ten equivalent definitions of the fractional Laplacian. Fract. Calc. Appl. Anal. 20, No 1 (2017), 7–51; DOI: 10.1515/fca-2017-0002; https://www.degruyter.com/view/j/fca.2017.20.issue-1/issue-files/fca.2017.20.issue-1.xml.
Y. Luchko, Initial-boundary-value problems for the one-dimensional time-fractional diffusion equation. Fract. Calc. Appl. Anal. 15 (2012), 141–160; DOI: /10.2478/s13540-012-0010-7; https://www.degruyter.com/view/j/fca.2017.20.issue-1/issue-files/fca.2017.20.issue-1.xml.
Y. Luchko, M. Yamamoto, General time-fractional diffusion equation: some uniqueness and existence results for the initial-boundary-value problems. Fract. Calc. Appl. Anal. 19, No 3 (2016), 676–695; DOI: 10.1515/fca-2016-0036; https://www.degruyter.com/view/j/fca.2016.19.issue-3/issue-files/fca.2016.19.issue-3.xml.
M. Magdziarz, Path properties of subdiffusion–a martingale approach. Stoch. Models 26 (2010), 256–271; DOI: 10.1080/15326341003756379.
M. Magdziarz, R.L. Schilling, Asymptotic properties of Brownian motion delayed by inverse subordinators. Proc. Amer. Math. Soc. 143 (2015), 4485–4501; DOI: 10.1090/proc/12588.
M. Magdziarz, A. Weron, K. Weron, Fractional Fokker–Planck dynamics: Stochastic representation and computer simulation. Phys. Rev. E 75, (2007), Art. # 016708; DOI: 10.1103/PhysRevE.75.016708.
M.M. Meerschaert, E. Nane, Y. Xiao, Large deviations for local time fractional Brownian motion and applications. J. Math. Anal. Appl. 346 (2008), 432–445; DOI: 10.1016/j.jmaa.2008.05.087.
M.M. Meerschaert, H.P. Scheffler, Limit theorems for continuous time random walks with infinite mean waiting times. J. Appl. Probab. 41 (2004), 623–638; DOI: 10.1239/jap/1091543414.
R. Metzler, J. Klafter, The random walk’s guide to anomalous diffusion: a fractional dynamics approach. Phys. Rep. 339 (2000), 1–77; DOI: 10.1016/S0370-1573(00)00070-3.
G. Pagnini, F. Paradisi, A stochastic solution with Gaussian stationary increments of the symmetric space-time fractional diffusion equation. Fract. Calc. Appl. Anal. 19, No 2 (2016), 408–440; DOI: 10.1515/fca-2016-0022; https://www.degruyter.com/view/j/fca.2016.19.issue-3/issue-files/fca.2016.19.issue-3.xml.
A. Piryatinska, A.I. Saichev, W.A. Woyczynski, Models of anomalous diffusion: The subdiffusive case. Phys. A 349 (2005), 375–420; DOI: 10.1016/j.physa.2004.11.003.
G. Pólya, On the zeros of an integral function represented by Fourier’s integral. Messenger Math. 52 (1923), 185–188
S.G. Samko, A.A. Kilbas, O.I. Marichev, Fractional Integrals and Derivatives. Gordon and Breach, Amsterdam, 1993.
K. Sato, Lévy Processes and Infinitely Divisible Distributions. Cambridge University Press, Cambridge, 1999.
R.L. Schilling, R. Song, Z. Vondraček, Bernstein Functions. Theory and Applications, 2nd Ed. De Gruyter, Berlin, 2012.
V.V. Uchaikin, V.M. Zolotarev, Chance and Stability. Stable Distributions and their Applications. VSP, Utrecht, 1999.
L. Yan, X. Yin, Large deviation principle for a space-time fractional stochastic heat equation with fractional noise. Fract. Calc. Appl. Anal. 21, No 2 (2018), 462–485; DOI: 10.1515/fca-2018-0026; https://www.degruyter.com/view/j/fca.2018.21.issue-2/issue-files/fca.2018.21.issue-2.xml.
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Deng, CS., Schilling, R.L. Exact Asymptotic Formulas for the Heat Kernels of Space and Time-Fractional Equations. FCAA 22, 968–989 (2019). https://doi.org/10.1515/fca-2019-0052
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DOI: https://doi.org/10.1515/fca-2019-0052