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Extremum Problems with Separable Graphs

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Abstract

The paper introduces a geometric feature of separability of graphs for extremum equality-type boundary problems. To find an optimal value for a problem with an almost separable graph, the paper presents an iteration algorithm, each step of which minimizes Lagrangian function for the main variable with a fixed Lagrangian multiplier. This algorithm dates back to Krasovskii extremal shift method from differential game theory.

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REFERENCES

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

    Google Scholar 

  2. F. P. Vasil'ev, Numerical Methods of Solving Extremum Problems [in Russian], Nauka, Moscow (1980)

    Google Scholar 

  3. N. N. Krasovskii, Game Problems of Encounter of Motions [in Russian], Nauka, Moscow (1970).

    Google Scholar 

  4. N. N. Krasovskii and A. I. Subbotin, Positional Differential Games [in Russian], Nauka, Moscow (1974).

    Google Scholar 

  5. A. V. Kryazhimskii and Yu. S. Osipov, “On regularization of a convex extremum problem with inexact constraints. Application to the optimal control problem with phase constraints. Some methods of positional and programmed control,” UNTs, Sverdlovsk Sverdlovsk (1987), pp. 34-54.

  6. B. N. Pshenichyi, Convex Analysis and Extremum Problems [in Russian], Nauka, Moscow (1980).

    Google Scholar 

  7. V. M. Tikhomirov, “The theory of extremum and extremum problems of the classical analysis,” in: Itogi Nauki Tekhn., Ser. Sovrem. Mat. Prilozh., VINITI, Moscow, 65, 189-258 (1999).

    Google Scholar 

  8. A. N. Tikhonov, F. P. Vasil'ev, M. M. Potapov, and A. D. Yurii, “On regularization of minimization problems on approximately given sets,” Vestn. Mosk. Univ., Ser. Vych. Mat. Kibern., No. 1, 4-19 (1977).

  9. Fan Tzy, Theorems of Minimax. Infinite Antagonistic Games [Russian translation], Gos. Izd. Fiz.-Mat. Lit., Moscow (1963), pp. 31-39.

    Google Scholar 

  10. I. Ekeland and P. Themam, Convex Analysis and Variational Problems [Russian translation], Mir, Moscow (1979).

    Google Scholar 

  11. D. P Bertsekas, Constrained Optimization and Lagrange Multiplier Methods, Academ. Press., New York (1982).

    Google Scholar 

  12. Yu. M. Ermoliev, A. V. Kryazhimskii, and A. Ruszczynski, “Constraint aggregation principle in convex optimization,” Math. Program. Ser. B 76, 353-372 (1997).

  13. A. Kryazhimskii, “Convex optimization via feedbacks,” SIAM J. Contr. Optimiz., 37, No. 1, 278-302 (1999).

    Google Scholar 

  14. A. Kryazhimskii, “Optimization problems with convex epigraphs. Application to optimal control,” Int. J. Appl. Math. Comput., 11, No. 4, 101-129 (2001).

    Google Scholar 

  15. A. Kryazhimskii and A. Ruszczynski, “Constraint aggregation in infinite-dimensional spaces and applications,” Intern. Institute Applied Systems Analysis, Laxenburg, Austria, Intern. Report IR-97-051 (1997).

  16. R. T. Rockafellar and R. J.-B. Wets, Variational Analysis, Springer, Berlin (1998).

    Google Scholar 

  17. G. Sonnevend, “An analytic center for polyhedrons and new classes of global algorithms for linear (smooth, convex) programming,” Lecture Notes in Control and Optimization Series, Springer, 84 (1985), pp. 866-876.

    Google Scholar 

  18. W. I. Zangwill and C. B. Garcia, Pathways to Solutions, Fixed Points, and Equilibria, Prentice-Hall, Englewood Cliffs, New Jersey (1981).

    Google Scholar 

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Kryazhimskii, A.V., Osipov, Y.S. Extremum Problems with Separable Graphs. Cybernetics and Systems Analysis 38, 175–194 (2002). https://doi.org/10.1023/A:1016387227459

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  • DOI: https://doi.org/10.1023/A:1016387227459

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