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Differential stability in optimal control problems

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Abstract

This paper deals with optimal control problems subject to differentiable perturbations in the objective function and constraints. The results of [9] are applied to obtain upper and lower bounds for the directional derivative of the extremal value function as well as necessary and sufficient conditions for the existence of the directional derivative. In particular, the results show the close connection between the multipliers of the Minimum Principle and the sensitivity of the optimal value with respect to perturbations.

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References

  1. G. Bock, Numerische Optimierung zustandsbeschränkter parameterabhängiger Prozesse mit linear auftretender Steuerung unter Anwendung der Mehrzielmethode, Diploma thesis, Mathematisches Institut der Universität Köln, Köln, FRG, 1974.

    Google Scholar 

  2. A. E. Bryson and Y. C. Ho,Applied Optimal Control, Blaisdell Publishing Company, Waltham, Massachusetts, 1969.

    Google Scholar 

  3. I. V. Girsanov, Lectures on Mathematical Theory of Extremum Problems,Lecture Notes in Economics and Mathematical Systems, 67, Springer-Verlag, Berlin-Heidelberg-New York, 1972.

    Google Scholar 

  4. B. Gollan, Optimal Control Probleme mit parameterabhängigen Zustandsbeschränkungen, Diploma thesis, Mathematisches Institut der Universität Würzburg, Würzburg, FRG, 1975.

    Google Scholar 

  5. W. E. Hamilton, Jr., On nonexistence of boundary arcs in control problems with bounded state variables,IEEE Transactions on Automatic Control AC-17, No. 3, 338–343 (1972).

    Google Scholar 

  6. P. Hippe, Zeitoptimale Steuerung eines Erzentladers,Regeltechnik und Prozess Datenverarbeitung, Heft 8, 346–350 (1970).

    Google Scholar 

  7. D. H. Jacobson, M. M. Lele and J. L. Speyer, New necessary conditions of optimality for control problems with state variable inequality constraints,J. of Math. An. and Appl., 35, 255–284 (1971).

    Google Scholar 

  8. F. Lempio, Tangentialmannigfaltigkeiten und infinite Optimierung,Habilitationsschrift, Institut für Angewandte Mathematik der Universität Hamburg, Hamburg, FRG, 1972.

    Google Scholar 

  9. F. Lempio and H. Maurer, Differential stability in infinite-dimensional nonlinear programming,Appl. Math. Optim., (to appear).

  10. D. G. Luenberger,Optimization by Vector Space Methods, John Wiley, New York, 1969.

    Google Scholar 

  11. H. Maurer, Optimale Steuerprozesse mit Zustandsbeschränkungen,Habilitationsschrift, Mathematisches Institut der Universität Würzburg, Würzburg, FRG, 1976.

    Google Scholar 

  12. H. Maurer, On optimal control problems with bounded state variables and control appearing linearly,SIAM J. on Control and Optimization, 15, 345–362 (1977).

    Google Scholar 

  13. H. Maurer and W. Gillessen, Application of multiple shooting to the numerical solution of optimal control problems with bounded state variables,Computing, 15, 105–126 (1975).

    Google Scholar 

  14. H. Maurer and J. Zowe, First and second-order necessary and sufficient optimality conditions for infinite-dimensional programming problems,Mathematical Programming 16, 98–110 (1979).

    Google Scholar 

  15. D. O. Norris, Nonlinear programming applied to state-constrained optimization problems,J. of Math. An. and Appl., 43, 261–272 (1973).

    Google Scholar 

  16. D. W. Peterson, On sensitivity in optimal control problems,J. of Optimization Theory and Appl., 13, 56–73 (1974).

    Google Scholar 

  17. S. M. Robinson, Stability theory for systems of inequalities. Part I: linear systems,SIAM J. Numer. Anal., 12, 754–769 (1975).

    Google Scholar 

  18. S. M. Robinson, First order conditions for general nonlinear optimization,SIAM J. of Applied Mathematics, 30, 597–607 (1976).

    Google Scholar 

  19. D. Schütt, Kontrollprobleme mit Restriktionen an die Trajektorie, Diploma thesis, Mathematisches Institut der Universität Hamburg, Hamburg, FRG, 1974.

    Google Scholar 

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Communicated by J. Stoer

Partially supported by the Deutsche Forschungsgemeinschaft under No. Ma 691/2

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Maurer, H. Differential stability in optimal control problems. Appl Math Optim 5, 283–295 (1979). https://doi.org/10.1007/BF01442559

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  • DOI: https://doi.org/10.1007/BF01442559

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