Second order optimality conditions for optimal control problems on Riemannian manifolds
ESAIM: Control, Optimisation and Calculus of Variations, Tome 25 (2019), article no. 35.

This work is concerned with optimal control problems on Riemannian manifolds, for which two typical cases are considered. The first case is when the endpoint is free. For this case, the control set is assumed to be a separable metric space. By introducing suitable dual equations, which depend on the curvature tensor of the manifold, we establish the second order necessary and sufficient optimality conditions of integral form. Particularly, when the control set is a Polish space, the second order necessary condition is reduced to a pointwise form. As a key preliminary result and also an interesting byproduct, we derive a geometric lemma, which may have some independent interest. The second case is when the endpoint is fixed. For this more difficult case, the control set is assumed to be open in a Euclidian space, and we obtain the second order necessary and sufficient optimality conditions, in which the curvature tensor also appears explicitly. Our optimality conditions can be used to recover the following famous geometry result: the shortest geodesic connecting two fixed points on a Riemannian manifold satisfies the second variation of energy; while the existing optimality conditions in control literatures fail to give the same result.

Reçu le :
Accepté le :
DOI : 10.1051/cocv/2018028
Classification : 49K15, 49K30, 93C15, 58E25, 70Q05
Mots-clés : Optimal control, second order necessary and sufficient conditions, Riemannian manifold, curvature tensor
Cui, Qing 1 ; Deng, Li 1 ; Zhang, Xu 1

1
@article{COCV_2019__25__A35_0,
     author = {Cui, Qing and Deng, Li and Zhang, Xu},
     title = {Second order optimality conditions for optimal control problems on {Riemannian} manifolds},
     journal = {ESAIM: Control, Optimisation and Calculus of Variations},
     publisher = {EDP-Sciences},
     volume = {25},
     year = {2019},
     doi = {10.1051/cocv/2018028},
     zbl = {1444.49012},
     mrnumber = {4003463},
     language = {en},
     url = {http://archive.numdam.org/articles/10.1051/cocv/2018028/}
}
TY  - JOUR
AU  - Cui, Qing
AU  - Deng, Li
AU  - Zhang, Xu
TI  - Second order optimality conditions for optimal control problems on Riemannian manifolds
JO  - ESAIM: Control, Optimisation and Calculus of Variations
PY  - 2019
VL  - 25
PB  - EDP-Sciences
UR  - http://archive.numdam.org/articles/10.1051/cocv/2018028/
DO  - 10.1051/cocv/2018028
LA  - en
ID  - COCV_2019__25__A35_0
ER  - 
%0 Journal Article
%A Cui, Qing
%A Deng, Li
%A Zhang, Xu
%T Second order optimality conditions for optimal control problems on Riemannian manifolds
%J ESAIM: Control, Optimisation and Calculus of Variations
%D 2019
%V 25
%I EDP-Sciences
%U http://archive.numdam.org/articles/10.1051/cocv/2018028/
%R 10.1051/cocv/2018028
%G en
%F COCV_2019__25__A35_0
Cui, Qing; Deng, Li; Zhang, Xu. Second order optimality conditions for optimal control problems on Riemannian manifolds. ESAIM: Control, Optimisation and Calculus of Variations, Tome 25 (2019), article no. 35. doi : 10.1051/cocv/2018028. http://archive.numdam.org/articles/10.1051/cocv/2018028/

[1] A.A. Agrachev and R.V. Gamkrelidze, Feedback-invariant optimal control theory and differential geometry. I. Regular extremals. J. Dynam. Control Syst. 3 (1997) 343–389. | DOI | MR | Zbl

[2] A.A. Agrachev and R.V. Gamkrelidze, Symplectic geometry for optimal control, in Nonlinear Controllability and Optimal Control. Vol. 133 of Monographs and Textbooks in Pure and Applied Mathematics. Dekker, New York (1990) 263–277. | MR | Zbl

[3] A.A. Agrachev and Y.L. Sachkov, Control Theory from the Geometric Viewpoint. Vol. 87 of Encyclopaedia of Mathematical Sciences. Springer-Verlag, Berlin (2004). | MR | Zbl

[4] D.J. Bell and D.H. Jacobson, Singular Optimal Control Problems. Academic Press, London, New York (1975). | MR | Zbl

[5] J.F. Bonnans and A. Hermant, Second-order analysis for optimal control problems with pure state constraints and mixed control-state constraints. Ann. Inst. H. Poincaré Anal. Non Linéaire 26 (2009) 561–598. | DOI | Numdam | MR | Zbl

[6] J.F. Bonnans and A. Hermant, No-gap second-order optimality conditions for optimal control problems with a single state constraint and control. Math. Program. Ser. B 117 (2009) 21–50. | DOI | MR | Zbl

[7] B. Bonnard and M. Chyba, Singular Trajectories and Their Role in Control Theory. Vol. 40 of Mathématiques & Applications. Springer-Verlag, Berlin, Heidelberg, New York (2003). | MR | Zbl

[8] B. Bonnard, J.B. Caillau and E. Trélat, Second order optimality conditions in the smooth case and applications in optimal control. ESAIM: COCV 13 (2007) 207–236. | Numdam | MR | Zbl

[9] U. Boscain and B. Piccoli, Optimal Syntheses for Control Systems on 2-D Manifolds. Vol. 43 of Mathématiques & Applications. Springer-Verlag, Berlin, Heidelberg, New York (2004). | MR | Zbl

[10] D.J. Clements and B.D.O. Anderson, Singular Optimal Control: The Linear-Quadratic Problem. Springer-Verlag, Berlin, New York (1978). | MR | Zbl

[11] Q. Cui, L. Deng and X. Zhang, Pointwise second order necessary conditions for optimal control problems evolved on Riemannian manifolds. C. R. Math. Acad. Sci. Paris Ser. I 354 (2016) 191–194. | DOI | MR | Zbl

[12] L. Deng, Dynamic programming method for control systems on manifolds and its relations to maximum principle. J. Math. Anal. Appl. 434 (2016) 915–938. | DOI | MR | Zbl

[13] M.P. Do Carmo Differential Geometry of Curves and Surfaces. Prentice-Hall, Inc., Englewood Cliffs, New Jersey (1976). | MR | Zbl

[14] M.P. Do Carmo, Riemannian Geometry, Translated from the Second Portuguese Edition by F. Flaherty. Mathematics: Theory & Applications. Birkhäuser Boston, Inc., Boston, MA (1992). | MR | Zbl

[15] H. Frankowska and D. Tonon, Pointwise second-order necessary optimality conditions for the Mayer problem with control constraints SIAM J. Control Optim. 51 (2013) 3814–3843. | DOI | MR | Zbl

[16] R.F. Gabasov and F.M. Kirillova, High order necessary conditions for optimality. SIAM J. Control 10 (1972) 127–168. | DOI | MR | Zbl

[17] R.F. Gabasov and F.M. Kirillova, Singular Optimal Controls. Izdat. “Nauka”, Moscow (1973). | MR

[18] B.S. Goh, The second variation for the singular Bolza problem. SIAM J. Control 4 (1966) 309–325. | DOI | MR | Zbl

[19] B.S. Goh, Necessary conditions for singular extremals involving multiple control variables. SIAM J. Control 4 (1966) 716–731. | DOI | MR | Zbl

[20] S. Helgason, Differential Geometry and Symmetric Spaces. Academic Press, New York, London (1962). | MR | Zbl

[21] D. Hoehener, Variational approach to second-order optimality conditions for control problems with pure state constraints SIAM. J.Control Optim. 50 (2012) 1139–1173. | DOI | MR | Zbl

[22] D. Hoehener, Variational approach to second-order sufficient optimality conditions in optimal control. SIAM. J. Control Optim. 52 (2014) 861–892. | DOI | MR | Zbl

[23] H.-W. Knobloch, Higher Order Necessary Conditions in Optimal Control Theory. Springer-Verlag, Berlin, New York (1981). | DOI | MR | Zbl

[24] S. Kobayashi and K. Nomizu, Foundations of Differential Geometry, Vol. 1. Interscience, New York, London (1963). | MR

[25] A.J. Krener, The high order maximal principle and its application to singular extremals, SIAM J. Control Optim. 15 (1977) 256–293. | DOI | MR | Zbl

[26] J.M. Lee, Riemannian Manifolds: An Introduction to Curvature. Vol. 176 of Graduate Texts in Mathematics. Springer-Verlag, New York (1997). | DOI | MR | Zbl

[27] X. Li and J. Yong, Optimal Control Theory for Infinite-Dimensional Systems. Systems & Control: Foundations & Applications. Birkhäuser Boston, Inc., Boston, MA (1995). | MR | Zbl

[28] H. Lou, Second-order necessary/sufficient conditions for optimal control problems in the absence of linear structure. Discrete Contin. Dyn. Syst. Ser. B 14 (2010) 1445–1464. | MR | Zbl

[29] K. Malanowski, Sufficient optimality conditions for optimal control subject to state constraints. SIAM J. Control Optim. 35 (1997) 205–227. | DOI | MR | Zbl

[30] K. Malanowski, H. Maurer and S. Pickenhain, Second-order sufficient conditions for state-constrained optimal control problems. J. Optim. Theory Appl. 123 (2004) 595–617. | DOI | MR | Zbl

[31] N.P. Osmolovskii and H. Maurer, Applications to Regular and Bang-Bang Control. Second-Order Necessary and Sufficient Optimality Conditions in Calculus of Variations and Optimal Control. SIAM, Philadelphia, PA (2012). | MR | Zbl

[32] Z. Páles and V. Zeidan, Optimal control problems with set-valued control and state constraints. SIAM J. Optim. 14 (2003) 334–358. | DOI | MR | Zbl

[33] P. Petersen, Riemannian Geometry, 2nd edition. Vol. 171 of Graduate Texts in Mathematics. Springer-Verlag, New York (2006). | DOI | MR | Zbl

[34] L.S. Pontryagin, V.G. Boltyanskii, R.V. Gamkrelidze and E.F. Mischenko, Mathematical Theory of Optimal Processes. Wiley, New York (1962). | MR

[35] H. Schättler and U. Ledzewicz, Geometric Optimal Control, Theory, Methods and Examples. Vol. 38 of Interdisciplinary Applied Mathematics. Springer, New York (2012). | DOI | MR | Zbl

[36] H.J. Sussmann, Geometry and optimal control, in Mathematical Control Theory. Springer, New York (1999) 140–198. | DOI | MR | Zbl

[37] J. Warga, A second-order condition that strengthens Pontryagin’s maximum principle. J. Differ. Equ. 28 (1978) 284–307. | DOI | MR | Zbl

[38] H. Wu, C.L. Shen and Y.L. Yu, An Introduction to Riemannian Geometry (in Chinese). Press of Peking University, Beijing (1989).

Cité par Sources :