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On a Differential Game in a Stochastic System

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Abstract

We study the game problem of approach for a system whose dynamics is described by a stochastic differential equation in a Hilbert space. The main assumption on the equation is that the operator multiplying the system state generates a strongly continuous semigroup (a semigroup of class \(C_{0}\)). Solutions of the equation are represented by a stochastic variation of constants formula. Using constraints on the support functionals of sets defined by the behavior of the pursuer and the evader, we obtain conditions for the approach of the system state to a cylindrical terminal set. The results are illustrated with a model example of a simple motion in a Hilbert space with random perturbations. Applications to distributed systems described by stochastic partial differential equations are considered. By taking into account a random external influence, we consider the heat propagation process with controlled distributed heat sources and sinks.

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REFERENCES

  1. N. N. Krasovskii, Theory of Motion Control: Linear Systems (Nauka, Moscow, 1968) [in Russian].

  2. N. N. Krasovskii, Game Problems on the Encounter of Motions (Nauka, Moscow, 1970) [in Russian].

  3. N. N. Krasovskii and A. I. Subbotin, Positional Differential Games (Nauka, Moscow, 1974) [in Russian].

  4. N. N. Krasovskii, Control of a Dynamical System: Problem on the Minimum of Guaranteed Result (Nauka, Moscow, 1985) [in Russian].

  5. A. N. Krasovskii and N. N. Krasovskii, Control under Lack of Information (Birkhäuser, Boston, 1995).

  6. Yu. S. Osipov and A. V. Kryazhimskii, Inverse Problems for Ordinary Differential Equations: Dynamical Solutions (Gordon and Breach, Basel, 1995).

  7. A. B. Kurzhanskii, Control and Observation under Uncertainty (Nauka, Moscow, 1977) [in Russian].

  8. A. I. Subbotin and A. G. Chentsov, Guarantee Optimization in Control Problems (Nauka, Moscow, 1981) [in Russian].

  9. N. N. Krasovskii, “An approach–evasion game with a stochastic guide,” Dokl. Akad. Nauk SSSR 237 (5), 1020–1023 (1977).

  10. N. N. Krasovskii and V. E. Tret’yakov, “Saddle point of a stochastic differential game,” Soviet Math. Dokl. 22 (2), 393–398 (1981).

  11. N. N. Krasovskii and V. E. Tret’yakov, “Stochastic program synthesis for a positional differential game,” Soviet Math. Dokl. 24 (1), 17–20 (1981).

  12. N. N. Krasovskii, “Deterministic strategy and stochastic programs,” J. Appl. Math. Mech. 49 (2), 135–143 (1985).

  13. N. N. Krasovskii and A. N. Kotel’nikova, “Stochastic guide for a time-delay object in a positional differential game,” Proc. Steklov Inst. Math. 277 (Suppl. 1), S145–S151 (2012).

  14. K. M. Ramachandran and C. P. Tsokos, Stochastic Differential Games (Atlantis, Paris, 2012).

  15. W. H. Fleming and M. Nisio, “Differential games for stochastic partial differential equations,” Nagoya Math. J. 131, 75–107 (1993). doi 10.1017/S0027763000004554

  16. L. A. Vlasenko and A. A. Chikrii, “The method of resolving functionals for a dynamic game in a Sobolev system,” J. Automat. Inform. Sci. 46 (7), 1–11 (2014). doi 10.1615/JAutomatInfScien.v46.i7.10

  17. L. A. Vlasenko, A. G. Rutkas, and A. A. Chikrii, “On a differential game in an abstract parabolic system,” Proc. Steklov Inst. Math. 293 (Suppl. 1), S254–S269 (2016).

  18. A. A. Chikrii, Conflict-Controlled Processes (Springer, Boston, 1997).

  19. A. A. Chikrii, “An analytical method in dynamic pursuit games,” Proc. Steklov Inst. Math. 271 (1), 69–85 (2010).

  20. E. Hille and R. Phillips, Functional Analysis and Semi-Groups (Amer. Math. Soc., Providence, RI, 1957; Inostrannaya Lit., Moscow, 1962).

  21. R. F. Curtain and P. L. Falb, “Stochastic differential equations in Hilbert space,” J. Diff. Equations 10 (3), 412–430 (1971). doi 10.1016/0022-0396(71)90004-0

  22. Yu. L. Dalecky and S. V. Fomin, Measures and Differential Equations in Infinite-Dimensional Space (Nauka, Moscow, 1983; Kluwer, Dordrecht, 1991).

  23. G. Da Prato and J. Zabchyk, Stochastic Equations in Infinite Dimensions (Cambridge Univ. Press, Cambridge, 1992).

  24. L. A. Vlasenko, A. G. Rutkas, “On a differential game in a system described by an implicit differential-operator equation,” Diff. Equations 50 (6), 798–807 (2015).

  25. A. Pazy, Semigroups of Linear Operators and Applications to Partial Differential Equations (Springer, New York, 1983).

  26. L. A. Vlasenko and A. G. Rutkas, “Stochastic impulse control of parabolic systems of Sobolev type,” Diff. Equations 47 (10), 1498–1507 (2011).

  27. L. A. Vlasenko and A. G. Rutkas, “Optimal control of a class of random distributed Sobolev type systems with aftereffect,” J. Autom. Inf. Sci. 45 (9), 66–76 (2013). doi 10.1615/JAutomatInfScien.v45.i9.60

  28. J.-P. Aubin and H. Frankowska, Set-Valued Analysis (Birkhäuser, Boston, 1990).

  29. A. Ya. Dorogovtsev, S. D. Ivasishen, and A. G. Kukush, “Asymptotic behavior of solutions of the heat-conduction equation with white noise in the right side,” Ukr. Math. J. 37 (1), 10–15 (1985).

  30. E. Weits, “A stochastic heat equation for stationary freeway traffic flow,” Theory Probab. Appl. 37 (1), 185–188 (1993).

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Correspondence to L. A. Vlasenko, A. G. Rutkas or A. A. Chikrii.

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Translated by E. Vasil’eva

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Vlasenko, L.A., Rutkas, A.G. & Chikrii, A.A. On a Differential Game in a Stochastic System. Proc. Steklov Inst. Math. 309 (Suppl 1), S185–S198 (2020). https://doi.org/10.1134/S0081543820040203

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