Asymptotic expansion of a functional constructed from a semi-Markov random evolution in the scheme of diffusion approximation
Authors:
V. S. Koroliouk and I. V. Samoĭlenko
Translated by:
N. N. Semenov
Journal:
Theor. Probability and Math. Statist. 96 (2018), 83-100
MSC (2010):
Primary 60J25; Secondary 35C20
DOI:
https://doi.org/10.1090/tpms/1035
Published electronically:
October 5, 2018
MathSciNet review:
3666873
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Abstract: The regular and singular components of an expansion of a functional of a semi-Markov decomposition of a random evolution are found in the paper. A procedure is proposed for finding the explicit form of initial conditions for $t=0$ by using the boundary conditions for the singular component of the expansion,
References
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References
- S. Albeverio, V. S. Koroliuk, and I. V. Samoilenko, Asymptotic expansion of semi-Markov random evolutions, Stochastics 81 (2009), no. 5, 343–356. MR 2569263
- R. Griego and R. Hersh, Random evolutions, Markov chains, and systems of partial differential equations, Proc. Nat. Acad. Sci. USA 62 (1969), 305–308. MR 0270207
- R. Hersh, Random evolutions: a survey of results and problems, Rocky Mountain J. Math. 4 (1974), 443–477. MR 0394877
- R. Hersh, The birth of random evolutions, Math. Intelligencer 25 (2003), no. 1, 53–60. MR 1962927
- R. Hersh and M. Pinsky, Random evolutions are asymptotically Gaussian, Comm. Pure Appl. Math. 25 (1972), 33–44. MR 0295138
- T. Hillen, Transport Equations and Chemosensitive Movement, Habilitation thesis, University of Tübingen, Tübingen, 2001.
- V. S. Korolyuk, Stochastic systems with averaging in the scheme of diffusion approximation, Ukrainian Math. J. 57 (2005), no. 9, 1235–1252. MR 2216043
- V. S. Korolyuk, Boundary layer in asymptotic analysis for random walks, Theory Stoch. Process. 1–2 (1998), 25–36. MR 2026610
- V. S. Korolyuk and V. V. Korolyuk, Stochastic Models of Systems, Kluwer Academic Publisher, Dordrecht, 1999. MR 1753470
- V. S. Korolyuk and N. Limnios, Stochastic Systems in Merging Phase Space, World Scientific Publishing Co. Pte. Ltd., Singapore, 2005. MR 2205562
- V. S. Korolyuk, I. P. Penev, and A. F. Turbin, Asymptotic expansion for the distribution of absorption time of Markov chain, Kibernetika 4 (1973), 133–135. (Russian) MR 0329041
- V. S. Korolyuk and A. F. Turbin, Mathematical Foundation of State Lumping of Large Systems, Kluwer Academic Publisher, Dordrecht, 1990. MR 1281385
- V. S. Korolyuk and A. F. Turbin, Semi-Markov Processes and Applications, “Naukova dumka”, Kiev, 1976. (Russian)
- H. J. Kushner, Approximation and Weak Convergence Methods for Random Processes, with Applications to Stochastic Systems Theory, MIT Press, Boston, 1984. MR 741469
- H. G. Othmer and T. Hillen, The diffusion limit of transport equations II: chemotaxis equations, Siam J. Appl. Math. 62 (2002), no. 4, 1222–1250. MR 1898520
- G. C. Papanicolaou, Asymptotic analysis of transport processes, Bull. Amer. Math. Soc. 81 (1975), 330–392. MR 0362523
- G. C. Papanicolaou, Probabilistic problems and methods in singular perturbations, Rocky Mountain J. Math. 6 (1976), 653–673. MR 0431378
- M. A. Pinsky, Lectures on Random Evolutions, World Scientific, Singapose, 1991. MR 1143780
- A. A. Pogorui and R. M. Rodriguez-Dagnino, Asymptotic expansion for transport processes in semi-Markov media, Theory Probab. Math. Statist. 83 (2011), 127–134. MR 2768853
- I. V. Samoilenko, Asymptotic expansion for the functional of Markovian evolution in $R^d$ in the circuit of diffusion approximation, J. Appl. Math. Stoch. Anal. 3 (2005), 247–258. MR 2203032
- V. M. Shurenkov, Ergodic Markov Processes, “Nauka”, Moscow, 1989. (Russian) MR 1087782
- D. Silvestrov and S. Silvestrov, Asymptotic expansions for stationary distributions of perturbed semi-Markov processes. II. 2016. MR 3630580
- A. V. Skorokhod, F. C. Hoppensteadt, and H. Salehi, Random Perturbation Methods with Applications in Science and Engineering, Springer-Verlag, New York, 2002. MR 1912425
- A. Tadzhiev, Asymptotic expansion for the distribution of absorption time of a semi-Markov process, Ukrain. Mat. Zh. 30 (1978), 422–426; English transl. in Ukrain. Math. J. 30 (1978), 331–335. MR 0494552
- A. B. Vasiljeva and V. F. Butuzov, Asymptotic Methods in the Theory of Singular Perturbations, Vysshaja shkola, Moscow, 1990. (Russian) MR 1108181
- G. G. Yin and Q. Zhang, Continuous-Time Markov Chains and Applications: A Singular Perturbation Approach, Springer-Verlag, Berlin–Heidelberg–New York, 1998. MR 1488963
- Y. Zhang, D. Subbaram Naidu, C. Cai, and Y. Zou, Singular perturbations and time scales in control theories and applications: An overview 2002–2012, Int. J. Inf. Syst. Sci. 9 (2014), no. 1, 1–36.
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Additional Information
V. S. Koroliouk
Affiliation:
Institute of Mathematics, National Academy of Science of Ukraine, Tereshchenkivs’ka Street, 3, Kyiv, Ukraine, 01601
Email:
vskorol@yahoo.com
I. V. Samoĭlenko
Affiliation:
Faculty of Computer Science and Cybernetics, Kyiv National Taras Shevchenko University, Volodymyrs’ka Street, 64, Kyiv, Ukraine, 01601
Email:
isamoil@i.ua
Keywords:
Asymptotic expansion,
semi-Markov process,
random evolution,
regularization of boundary conditions
Received by editor(s):
March 15, 2017
Published electronically:
October 5, 2018
Article copyright:
© Copyright 2018
American Mathematical Society