Regularization of Pontryagin maximum principle in optimal control of distributed systems
Ural mathematical journal, Tome 2 (2016) no. 2, pp. 72-86 Cet article a éte moissonné depuis la source Math-Net.Ru

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This article is devoted to studying dual regularization method applied to parametric convex optimal control problem of controlled third boundary-value problem for parabolic equation with boundary control and with equality and inequality pointwise state constraints. This dual regularization method yields the corresponding necessary and sufficient conditions for minimizing sequences, namely, the stable, with respect to perturbation of input data, sequential or, in other words, regularized Lagrange principle in nondifferential form and Pontryagin maximum principle for the original problem. Regardless of the fact that the stability or instability of the original optimal control problem, they stably generate a minimizing approximate solutions in the sense of J. Warga for it. For this reason, we can interpret these regularized Lagrange principle and Pontryagin maximum principle as tools for direct solving unstable optimal control problems and reducing to them unstable inverse problems.
Keywords: Optimal boundary control, Minimizing sequence, Dual regularization, Stability, Lagrange principle, Pontryagin maximum principle.
Mots-clés : Parabolic equation
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Mikhail I. Sumin. Regularization of Pontryagin maximum principle in optimal control of distributed systems. Ural mathematical journal, Tome 2 (2016) no. 2, pp. 72-86. http://geodesic.mathdoc.fr/item/UMJ_2016_2_2_a6/

[1] Alekseev V.M., Tikhomirov V.M., Fomin S.V., Optimal Control, Nauka, Moscow, 1979, 432 pp. (in Russian)

[2] Aubin J.-P., Ekeland I., Applied Nonlinear Analysis, Wiley, New York, 1984, 518 pp.

[3] Casas E., Raymond J.-P., Zidani H., “Pontryagin’s principle for local solutions of control problems with mixed control-state constraints”, SIAM J. Control Optim, 39:4 (2000), 1182–1203

[4] Kalinin A.V., Sumin M.I., Tyukhtina A.A., “Stable sequential Lagrange principles in the inverse final observation problem for the system of Maxwell equations in the quasistationary magnetic approximation”, Differential Equations, 52:5 (2016), 587–603

[5] Kuzenkov O.A., Plotnikov V.I., “Existence and uniqueness of a generalized solution to a linear vector equation of parabolic type in the third boundary value problem”, Mathematical Modeling and Optimization Methods (Gorky State University), 1989, 132–144 (in Russian)

[6] Ladyzhenskaya O.A., Solonnikov V.A., Ural’tseva N.N., Linear and quasilinear equations of parabolic type, Am. Math. Soc., Providence, R.I., 1968, 648 pp.

[7] Plotnikov V.I., “Existence and uniqueness theorems and a priori properties of weak solutions”, Dokl. Akad. Nauk SSSR, 165:1 (1965), 33-35 (in Russian)

[8] Raymond J.-P., Zidani H.“. Pontryagin’s principle for state-constrained control problems governed by parabolic equations with unbounded controls”, SIAM J. Control Optim, 36:6 (1998), 1853–1879

[9] Gaikovich K.P., Gaikovich P.K., Sumin M.I., “Stable sequential Kuhn-Tucker theorem in onedimensional inverse problems of dielectric reflectometry”, Proc. of the 16th International Conference on Transparent Optical Networks: ICTON-2014, 2014, Th.A4.6., 1-4

[10] Sumin M.I., “Stable sequential convex programming in a Hilbert space and its application for solving unstable problems”, Comput. Math. Math. Phys., 54:1 (2014), 22–44 | DOI

[11] Sumin M.I., “A regularized gradient dual method for the inverse problem of a final observation for a parabolic equation”, Comput. Math. Math. Phys, 44:11 (2004), 1903–1921

[12] Sumin M.I., “Duality-based regularization in a linear convex mathematical programming problem”, Comput. Math. Math. Phys., 47:4 (2007), 579–600 | DOI

[13] Sumin M.I., “Regularized parametric Kuhn-Tucker theorem in a Hilbert space”, Comput. Math. Math. Phys., 51:9 (2011), 1489–1509 | DOI

[14] Sumin M.I., “Dual regularization and Pontryagin's maximum principle in a problem of optimal boundary control for a parabolic equation with nondifferentiable functionals”, Proc. Steklov Inst. Math. (Suppl.), 275, suppl. 1 (2011), S161–S177 | DOI

[15] Sumin M.I., “On the stable sequential Kuhn-Tucker theorem and its applications”, Appl. Math., 3:10A (2012), 1334–1350

[16] Sumin M.I., “On the stable sequential Lagrange principle in convex programming and its application for solving unstable problems”, Trudy Inst. Mat. i Mekh. UrO RAN, 19:4 (2013), 231–240 (in Russian) | MR

[17] Sumin M.I., “Parametric dual regularization for an optimal control problem with pointwise state constraints”, Comput. Math. Math. Phys., 49:12 (2009), 1987–2005 | DOI

[18] Sumin M.I., Nekorrektnye zadachi i metody ikh resheniya. Materialy k lektsiyam dlya studentov starshikh kursov (Ill-Posed Problems and Solution Methods), Nizhnii Novgorod State University, Nizhnii Novgorod, 2009, 289 pp. (in Russian)

[19] Sumin M.I., “Stable sequential Pontryagin maximum principle in optimal control problem with state constraints”, Proc. of the XIIth All-Russia Conference on Control Problems, Inst. of Control Sci. of RAS, Moscow, 2014, 796–808 (in Russian)

[20] Sumin M.I., “Stable sequential Pontryagin maximum principle in optimal control for distributed systems”, Proc. of Intern. conf. “Systems Dynamics and Control Processes” dedicated to the 90-th anniversary of academician N.N. Krasovskii (Ekaterinburg, Russia, Sept. 15-20, 2014), 2015, 301–308 (in Russian)

[21] Sumin M.I., “Subdifferentiability of value functions and regularization of Pontryagin maximum principle in optimal control for distributed systems”, Tambov State University Reports, Natural and Tech. Sci, 20, no. 5, 2015, 1461–1477 (in Russian)

[22] Sumin M.I., “The first variation and Pontryagin's maximum principle in optimal control for partial differential equations”, Comput. Math. Math. Phys., 49:6 (2009), 958–978 | DOI

[23] Warga J., Optimal control of differential and functional equations, Academic Press, New York, 1972, 531 pp.