Second-order sufficient optimality conditions for control problems with linearly independent gradients of control constraints

Nikolai P. Osmolovskii

ESAIM: Control, Optimisation and Calculus of Variations (2012)

  • Volume: 18, Issue: 2, page 452-482
  • ISSN: 1292-8119

Abstract

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Second-order sufficient conditions of a bounded strong minimum are derived for optimal control problems of ordinary differential equations with initial-final state constraints of equality and inequality type and control constraints of inequality type. The conditions are stated in terms of quadratic forms associated with certain tuples of Lagrange multipliers. Under the assumption of linear independence of gradients of active control constraints they guarantee the bounded strong quadratic growth of the so-called “violation function”. Together with corresponding necessary conditions they constitute a no-gap pair of conditions.

How to cite

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Osmolovskii, Nikolai P.. "Second-order sufficient optimality conditions for control problems with linearly independent gradients of control constraints." ESAIM: Control, Optimisation and Calculus of Variations 18.2 (2012): 452-482. <http://eudml.org/doc/272829>.

@article{Osmolovskii2012,
abstract = {Second-order sufficient conditions of a bounded strong minimum are derived for optimal control problems of ordinary differential equations with initial-final state constraints of equality and inequality type and control constraints of inequality type. The conditions are stated in terms of quadratic forms associated with certain tuples of Lagrange multipliers. Under the assumption of linear independence of gradients of active control constraints they guarantee the bounded strong quadratic growth of the so-called “violation function”. Together with corresponding necessary conditions they constitute a no-gap pair of conditions.},
author = {Osmolovskii, Nikolai P.},
journal = {ESAIM: Control, Optimisation and Calculus of Variations},
keywords = {Pontryagin’s principle; critical cone; quadratic form; second order sufficient condition; quadratic growth; Hoffman’s error bound; Pontryagin's principle; Hoffman's error bound},
language = {eng},
number = {2},
pages = {452-482},
publisher = {EDP-Sciences},
title = {Second-order sufficient optimality conditions for control problems with linearly independent gradients of control constraints},
url = {http://eudml.org/doc/272829},
volume = {18},
year = {2012},
}

TY - JOUR
AU - Osmolovskii, Nikolai P.
TI - Second-order sufficient optimality conditions for control problems with linearly independent gradients of control constraints
JO - ESAIM: Control, Optimisation and Calculus of Variations
PY - 2012
PB - EDP-Sciences
VL - 18
IS - 2
SP - 452
EP - 482
AB - Second-order sufficient conditions of a bounded strong minimum are derived for optimal control problems of ordinary differential equations with initial-final state constraints of equality and inequality type and control constraints of inequality type. The conditions are stated in terms of quadratic forms associated with certain tuples of Lagrange multipliers. Under the assumption of linear independence of gradients of active control constraints they guarantee the bounded strong quadratic growth of the so-called “violation function”. Together with corresponding necessary conditions they constitute a no-gap pair of conditions.
LA - eng
KW - Pontryagin’s principle; critical cone; quadratic form; second order sufficient condition; quadratic growth; Hoffman’s error bound; Pontryagin's principle; Hoffman's error bound
UR - http://eudml.org/doc/272829
ER -

References

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  1. [1] J.F. Bonnans and A. Hermant, Second-order analysis for optimal control problems with pure state constraints and mixed control-state constraints. Ann. Inst. Henri Poincaré, Anal. Non Linéaire 26 (2009) 561–598. Zbl1158.49023MR2504044
  2. [2] J.F. Bonnans and N.P. Osmolovskii, Second-order analysis of optimal control problems with control and initial-final state constraints. J. Convex Anal.17 (2010) 885–913. Zbl1207.49020MR2731283
  3. [3] J.F. Bonnans and A. Shapiro, Perturbation Analysis of Optimal Control Problems. Springer, New York (2000). Zbl0966.49001MR1756264
  4. [4] A.V. Dmitruk, Quadratic conditions for a Pontryagin minimum in an optimal control problem linear in control. I. Deciphering theorem. Izv. Akad. Nauk SSSR 50 (1986) 284–312. Zbl0611.49014MR842584
  5. [5] A.V. Dmitruk, Quadratic conditions for a Pontryagin minimum in an optimal control problem linear in control. II. Theorem on weakening inequality constraints. Izv. Akad. Nauk SSSR 51 (1987) 812–832. Zbl0679.49025
  6. [6] A.Ya. Dubovitski and A.A. Milyutin, Extremum problems in the presence of restrictions. Zh. Vychislit. Mat. i Mat. Fiz. 5 (1965) 395–453; English translation in U.S.S.R. Comput. Math. Math. Phys. 5 (1965) 1–80. Zbl0158.33504
  7. [7] A.J. Hoffman, On approximate solutions of systems of linear inequalities. J. Res. Nat’l Bur. Standarts49 (1952) 263–265. MR51275
  8. [8] E.S. Levitin, A.A. Milyutin and N.P. Osmolovskii, Higher-order local minimum conditions in problems with constraints. Uspekhi Mat. Nauk 33 (1978) 85–148; English translation in Russian Math. Surveys 33 (1978) 97–168. Zbl0456.49015MR526013
  9. [9] K. Malanowski, Stability and sensitivity of solutions to nonlinear optimal control problems. Appl. Math. Optim.32 (1994) 111–141. Zbl0842.49020MR1332810
  10. [10] K. Malanowski, Sensitivity analysis for parametric control problems with control–state constraints. Dissertationes Mathematicae CCCXCIV. Polska Akademia Nauk, Instytut Matematyczny, Warszawa (2001) 1–51. Zbl0864.49020MR1840645
  11. [11] H. Maurer, First and second order sufficient optimality conditions in mathematical programming and optimal control. Mathematical Programming Study14 (1981) 163–177. Zbl0448.90069MR600128
  12. [12] H. Maurer and S. Pickenhain, Second order sufficient conditions for optimal control problems with mixed control-state constraints. J. Optim. Theory Appl.86 (1995) 649–667. Zbl0874.49020MR1348774
  13. [13] A.A. Milyutin, Maximum Principle in the General Optimal Control Problem. Fizmatlit, Moscow (2001) [in Russian]. Zbl0998.49003
  14. [14] A.A. Milyutin and N.P. Osmolovskii, High-order conditions for a minimum on a set of sequences in the abstract problem with inequality constraints. Comput. Math. Model.4 (1993) 393–400. Zbl1331.49006MR1323873
  15. [15] A.A. Milyutin and N.P. Osmolovskii, High-order conditions for a minimum on a set of sequences in the abstract problem with inequality and equality constraints. Comput. Math. Model.4 (1993) 401–409. Zbl1331.49007MR1323874
  16. [16] A.A. Milyutin and N.P. Osmolovskii, High-order conditions with respect to a subsystem of constraints in the abstract minimization problem on a set of sequences. Comput. Math. Model.4 (1993) 410–418. Zbl1331.49008MR1323875
  17. [17] A.A. Milyutin and N.P. Osmolovskii, Calculus of Variations and Optimal Control, Translations of Mathematical Monographs 180. American Mathematical Society, Providence (1998). Zbl0911.49001MR1641590
  18. [18] N.P. Osmolovskii, On a system of linear inequalities on a convex set. Usp. Mat. Nauk.32 (1977) 223–224 [in Russian]. Zbl0354.90051MR467461
  19. [19] N.P. Osmolovskii, Higher-Order Necessary and Sufficient Conditions in Optimal Control. Parts 1 and 2, Manuscript deposited in VINITI April 1, No. 2190-B and No. 2191-B (1986) [in Russian]. 
  20. [20] N.P. Osmolovskii, Theory of higher order conditions in optimal control. Ph.D. thesis, Moscow (1988) [in Russian]. 
  21. [21] N.P. Osmolovskii, Quadratic optimality conditions for broken extremals in the general problem of calculus of variations. J. Math. Sci.123 (2004) 3987–4122. Zbl1106.49003MR2096266
  22. [22] N.P. Osmolovskii, Sufficient quadratic conditions of extremum for discontinuous controls in optimal control problems with mixed constraints. J. Math. Science173 (2011) 1–106. Zbl1234.49032MR3139265
  23. [23] V. Zeidan, Extended Jacobi sufficiency criterion for optimal control. SIAM J. Control. Optim.22 (1984) 294–301. Zbl0535.49014MR732429
  24. [24] V. Zeidan, The Riccati equation for optimal control problems with mixed state-control constraints : necessity and sufficiency. SIAM J. Control Optim.32 (1994) 1297–1321. Zbl0810.49024MR1288252

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