Abstract
Some notions related to approximate solutions and to the approximation of extremum problems for nonlinear infinite-dimensional systems are proposed. Optimization problems for nonlinear parabolic equations with a fixed terminal state and on an infinite time interval, as well as for singular stationary systems with phase constraints, are illustrated by several examples.
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References
F. P. Vasil’ev, Optimization Methods (Factorial, Moscow, 2002) [in Russian].
T. Zolezzi, “A characterizations of well-posed optimal control systems,” SIAM J. Control Optim. 19(5), 604–616 (1981).
J. Varga, Optimal Control of Differential and Functional Equations (Acad. Press, 1972; Nauka, Moscow, 1987).
M. I. Sumin, “Suboptimal control of semilinear elliptic equations with phase constraints. I. The maximum principle for minimizing sequences and normality,” Izv. Vyssh. Uchebn. Zaved. Mat., No. 6, 33–44 (2000) [Russian Math. (Iz. VUZ), No. 6, 31–42 (2000)].
I. Ekeland, “The ɛ-variational principle,” in Lecture Notes in Math., Vol. 1446: Methods of Nonconvex Analysis (Springer-Verlag, Berlin, 1990), pp. 1–15.
A. V. Fursikov, Optimal Control of Distributed Systems. Theory and Applications, in University Series (Nauchnaya Kniga, Novosibirsk, 1999), Vol. 5 [in Russian].
J.-L. Lions, Contrôle des systémes distribues singuliers (Gauthier-Villars, Paris, 1983; Nauka, Moscow, 1987).
S. Ya. Serovaiskii, “Approximate solution of optimization problems for singular infinite-dimensional systems,” Sibirsk. Mat. Zh. 44(3), 660–673 (2003) [Siberian Math. J. 44 (3), 519–528 (2003)].
S. Ya. Serovaiskii, “An approximate solution of an optimal control problem for a singular equation of elliptic type with a nonsmooth nonlinearity,” Izv. Vyssh. Uchebn. Zaved. Mat., No. 1, 80–86 (2004) [Russian Math. (Iz. VUZ) 48 (1), 77–83 (2004)].
V. F. Krotov and V. I. Gurman, Methods and Problems of Optimal Control (Nauka, Moscow, 1973) [in Russian].
H. Gajewski, K. Gröger, and K. Zacharias, Nichtlineare Operatorgleichungen und Operatordifferentialgleichungen (Akademie-Verlag, 1974; Mir, Moscow, 1978).
V. Barbu, Analysis and Control of Nonlinear Infinite Dimensional Systems, in Math. Sci. Engrg. (Academic Press, Boston, MA, 1993), Vol. 190.
P. Neittaanmäki and D. Tiba, Optimal Control of Nonlinear Parabolic Systems. Theory, Algorithms, and Applications, in Monogr. Textbooks Pure Appl. Math. (Marcel Dekker, New York, 1994), Vol. 179.
E. Casas, “Pontryagin’s principle for state-constrained boundary control problems of semilinear parabolic equations,” SIAM J. Control Optim. 35(4), 1297–1327 (1997).
J. P. Raymond and H. Zidani, “Pontryagin’s principle for state-constrained control problems governed by parabolic equations with unbounded controls,” SIAM J. Control Optim. 36(6), 1853–1879 (1998).
I. Ekeland and R. Temam, Convex Analysis and Variational Problems (North-Holland, Amsterdam, 1976; Mir, Moscow, 1979).
M. Bergounioux, “A penalization method for optimal control of elliptic problems with state constraints,” SIAM J. Control Optim. 30(2), 305–323 (1992).
S. Ya. Serovaiskii, “Optimal control for a singular evolution equation with a nonsmooth operator and a fixed terminal state,” Differ. Uravn. 43(2), 251–258 (2007) [Differ. Equations 43 (2), 259–266 (2007)].
J.-L. Lions, Quelques methodes de résolution des problémes aux limites nonlinéaires (Dunod, Paris, 1969; Mir, Moscow, 1972).
Functional Analysis, Ed. by S. G. Krein (Nauka, Moscow, 1972) [in Russian].
S. Ya. Serovajsky, “Calculation of functional gradients and extended differentiation of operators,” J. Inverse Ill-Posed Probl. 13(4), 383–396 (2005).
J.-L. Lions, Contrôle optimal de systémes gouvernés par des équations aux dérivées partielles (Dunod, Paris, 1968; 1968; Mir, Moscow, 1972).
V. I. Averbukh and O. G. Smolyanov, “Differentiation theory in linear topological spaces,” Uspekhi Mat. Nauk 22(6 (138)), 201–260 (1967).
V. Barbu, “Optimal feedback controls for a class of nonlinear distributed parameter systems,” SIAM J. Control Optim. 21(6), 871–894 (1983).
P. Cannarsa and G. Da Prato, “Nonlinear optimal control with infinite horizon for distributed parameter systems and stationary Hamilton-Jacobi equations,” SIAM J. Control Optim. 27(4), 861–875 (1989).
L. V. Kantorovich and G. P. Akilov, Functional Analysis (Nauka, Moscow, 1977) [in Russian].
J. F. Bonnans and E. Casas, “Optimal control of semilinear multistate systems with state constraints,” SIAM J. Control Optim. 27(2), 446–455 (1989).
E. Casas, F. Trôltzsch, and A. Unger, “Second order sufficient optimality conditions for some state-constrained control problems of semilinear elliptic equations,” SIAM J. Control Optim. 38(5), 1369–1391 (2000).
A. Rösch and F. Tröltzsch, “On regularity of solutions and Lagrange multipliers of optimal control problems for semilinear equations with mixed pointwise control-state constraints,” SIAM J. Control Optim. 46(3), 1098–1115 (2007).
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Original Russian Text © S. Ya. Serovaiskii, 2013, published in Matematicheskie Zametki, 2013, Vol. 94, No. 4, pp. 600–619.
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Serovaiskii, S.Y. Approximation methods in optimal control problems for nonlinear infinite-dimensional systems. Math Notes 94, 567–582 (2013). https://doi.org/10.1134/S0001434613090277
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DOI: https://doi.org/10.1134/S0001434613090277