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Search engine features in gradient optimization of complex objects using adjoint systems

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Abstract

This paper considers general gradient definition rules in modeling of control systems for complex objects in the case of accurate gradient estimation using adjoint systems.

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References

  1. Podvalny, S.L., Informatsionno-upravlyayushchie sistemy monitoringa slozhnykh ob”ektov (Information and Control Systems of Complex Objects Monitoring), Voronezh: Nauchnaya Kniga, 2010.

    Google Scholar 

  2. Fedorenko, R.P., Vvedenie v vychislitel’nuyu fiziku (Introduction to Computational Physics), Moscow: MFTI, 1994.

    Google Scholar 

  3. Yang, L., Lectures on the Calculus of Variations and Optimal Control Theory, London: Saunders, 1969. Translated under the title Lektsii po variatsionnomy ischisleniyu i optimal’nomu upravleniyu, Moscow: Mir, 1974.

    Google Scholar 

  4. Chernorutskii, I.G., Metody optimizatsii v teorii upravleniya (Optimization Methods in Control Theory), St. Petersburg: Piter, 2004.

    Google Scholar 

  5. Ostrovskii, G.M., Volin, Yu.M., and Ziaytdinov, N.N., Optimizatsiya v khimicheskoi tekhnologii (Optimization in Chemical Technology), Kazan: Fen, 2005.

    Google Scholar 

  6. Podvalny, S.L., Adjoint Systems and Gradient in Dynamic Systems Optimization, Vestn. Voronezh. Gos. Tekh. Univ., 2012, vol. 8, no. 12-1, pp. 57–62.

    Google Scholar 

  7. Podvalny, S.L., Solution of Gradient Optimization Problems for Cascade Reactor Schemes Using Adjoint Systems, Vestn. Voronezh. Gos. Tekh. Univ., 2013, vol. 9, no. 2, pp. 27–32.

    Google Scholar 

  8. Podvalny, S.L., Multi-Alternative Systems: A Review and Classification, Sist. Upravlen. Inform. Tekhnol., 2012, vol. 48, no. 2, pp. 4–13.

    Google Scholar 

  9. Podvalny, S.L. and Vasil’ev, E.M., The Multi-Alternative Control Concept in Open Systems: The Background, State-of-the-Art and Perspectives, Vestn. Voronezh. Gos. Tekh. Univ., 2013, vol. 9, no. 2, pp. 4–20.

    Google Scholar 

  10. Podvalny, S.L., Ledeneva, T.M., Podvalny, E.S., Povalyaev, A.D., and Maslak, A.A., Design Principles of Intelligent Modeling Systems, Inform.-Izmerit. Upravl. Sist., 2013, vol. 11, no. 8, pp. 25–30.

    Google Scholar 

  11. Plotnikov, O.A. and Podvalny, E.S., Solution of the Optimal Path Problem for Two Points in a Graph with Irregular Edge Weights, Vestn. Voronezh. Gos. Tekh. Univ., 2012, vol. 8, no. 6, pp. 22–26.

    Google Scholar 

  12. Provotorov, V.V. and Volkova, A.S., Nachal’no-kraevye zadachi s raspredelennymi parametrami na grafe (Initial Boundary Problems with Distributed Parameters on a Graph), Voronezh: Nauchnaya Kniga, 2014.

    Google Scholar 

  13. Aleksandrov, A.Yu. and Platonov, A.V., On the Stability of Solutions to Nonlinear Difference Equations with Switching, Sist. Upravlen. Inform. Tekhn., 2013, vol. 53, no. 3.1, pp. 112–116.

    Google Scholar 

  14. Aleksandrov, A.Yu. and Zhabko, A.P., On the Asymptotic Stability of Solutions to Multivariable Differential-Difference Delayed Systems, Sist. Upravlen. Inform. Tekhn., 2013, vol. 54, no. 4, pp. 4–7.

    MathSciNet  Google Scholar 

  15. Barabanov, A.V. and Podval’nyi, S.L., Structural Modeling of Continuous Multi-Center Polymerization Processes, Autom. Remote Control, 2012, vol. 73, no. 7, pp. 1265–1268.

    Article  MATH  MathSciNet  Google Scholar 

  16. Podval’ny, S.L. and Ledeneva, T.M., Intelligent Modeling Systems: Design Principles, Autom. Remote Control, 2013, vol. 74, no. 7, pp. 1201–1210.

    Article  MATH  Google Scholar 

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Correspondence to S. L. Podvalny.

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Original Russian Text © S.L. Podvalny, O.Ya. Kravets, V.F. Barabanov, 2014, published in Sistemy Upravleniya i Informatsionnye Tekhnologii, 2014, No. 2, pp. 18–22.

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Podvalny, S.L., Kravets, O.Y. & Barabanov, V.F. Search engine features in gradient optimization of complex objects using adjoint systems. Autom Remote Control 75, 2225–2230 (2014). https://doi.org/10.1134/S0005117914120121

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  • DOI: https://doi.org/10.1134/S0005117914120121

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