Abstract
The problem of numerical analysis of stochastic differential equations (SDEs) with oscillating solutions is investigated. The expectation and variance of SDE numerical solutions are shown as functions of the mesh size of integrating the generalized Euler method. Results of some numerical experiments on the simulation of linear and nonlinear stochastic oscillators on the supercomputer of the Siberian Supercomputer Center are presented.
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References
Dimentberg, M.F., Nelineinye stokhasticheskie zadachi mekhanicheskikh kolebanii (Nonlinear Stochastic Problems of Mechanical Oscillations), Moscow: Nauka, 1980.
Babitskii, V.I., Teoriya vibroudarnykh sistem (Theory of Vibro-Impact Systems), Moscow: Nauka, 1978.
Bykov, V.V., Tsifrovoe modelirovanie v statisticheskoi radiotekhnike (Digital Modeling in Statistical Radio Engineering), Moscow: Sovetskoe radio, 1971.
Kolovskii, M.Z., Nelineinaya teoriya vibrozashchitnykh sistem (Nonlinear Theory of Vibro-Absorber Systems), Moscow: Nauka, 1966.
Malakhov, A.N., Fluktuatsii v avtokolebatel’nykh sistemakh (Fluctuations in Self-Oscillating Systems), Moscow: Nauka, 1968.
Pal’mov, V.A., Kolebaniya uprugo-plasticheskikh tel (Oscillations of Elasto-Plastic Bodies), Moscow: Nauka, 1976.
Rytov, S.M., Vvedenie v statisticheskuyu radiofiziku (Introduction to Statistical Radio Physics), Moscow: Nauka, 1966.
Artemiev, S.S. and Yakunin, M.A., Matematicheskoe i statisticheskoe modelirovanie v finansakh (Mathematical and Statistical Modeling in Finances), Novosibirsk: Inst. Comp. Math. Math. Geophys., SB RAS, 2008.
Artemiev, S.S., Chislennye metody resheniya zadachi Koshi dlya sistem obyknovennykh i stokhasticheskikh differentsialnykh uravnenii (Numerical Methods of Solving Cauchy Problems for Systems of Ordinary and Stochastic Differential Equations), Novosibirsk: Inst. Comp. Math. Math. Geophys., SB RAS, 1993.
Milstein, G.N., Chislennoe integrirovanie stokhasticheskikh differentsialnykh uravnenii (Numerical Integration of Stochastic Differential Equations), Sverdlovsk: SSU, 1988.
Artemiev, S.S. and Korneev, V.D., Numerical Solution of Stochastic Differential Equations on Supercomputers, Sib. Zh. Vych. Mat., 2011, vol. 14, no. 1, pp. 5–17.
Yermakov, S.M. and Mikhailov, G.A., Statisticheskoe modelirovanie (Statistical Modeling), Moscow: Nauka, 1982.
Korneev, V.D., Parallel’noe programmirovanie v MPI (Parallel Programming in MPI), Moscow-Izhevsk: Inst. Comp. Sci., 2003.
Korneyev, V.D., Parallel’noe programmirovanie klasterov. Uchebnoe posobie (Parallel Programming of Clusters: Tutorial), Novosibirsk: Novosibirsk State Techn. Univ., 2008.
Marchenko, M.A., MONC Program Complex for Distributed Calculations by the Monte-CarloMethod, Sib. Zh. Vych. Mat., 2004, vol. 7, no. 1, pp. 43–55.
Snir, M., Otto, S.W., Huss-Lederman, S., Walker, D., and Dongarra, J., MPI: The Complete Reference, Boston: MIT Press, 1996.
Panteleyev, A.V., Rybakov, K.A., and Sotskova, I.A., Spektral’nyi metod analiza stokhasticheskikh sistem upravleniya (Spectral Method for Analysis of Nonlinear Stochastic Control Systems), Moscow: Vuzovskaya Kniga, 2006.
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Original Russian Text © S.S. Artemiev, A.A. Ivanov, V.D. Korneev, 2012, published in Sibirskii Zhurnal Vychislitel’noi Matematiki, 2012, Vol. 15, No. 1, pp. 31–43.
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Artemiev, S.S., Ivanov, A.A. & Korneev, V.D. Numerical analysis of stochastic oscillators on supercomputers. Numer. Analys. Appl. 5, 25–35 (2012). https://doi.org/10.1134/S199542391201003X
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DOI: https://doi.org/10.1134/S199542391201003X