Skip to main content

Dynamic Input–Output Models: Analysis of Possibilities and Trends Control

  • Conference paper
  • First Online:
Stability and Control Processes (SCP 2020)

Abstract

The input–output (IO) models proposed by W.W. Leontief are an effective tool for scientific modeling of various economic processes. At the same time, dynamic IO models are of particular importance. They are used to analyze macroeconomic trends. The authors of this work are confident that the theoretical and applied results of modern mathematical control theory can be effectively used in dynamic IO models. It is shown that the process of implementing investment programs is equivalent to the problem of constructing program controls, and their corrections in the presence of some disturbances can be modeled as problems of synthesis of stabilizing feedbacks. Moreover, the notions of an investment scenario and a group of acceptable scenarios are introduced. In the framework of the proposed model, the problem of choosing the structure of the control system is discussed. The results of numerical experiments are presented. In conclusion, the problem of multi-program control is formulated.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 259.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 329.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 329.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Andreev, Y.N.: Control of Finite Linear Objects. Nauka, Moscow (1976). (In Russian)

    Google Scholar 

  2. Baranov, O.V., Smirnov, N.V., Smirnova, T.E., Zholobov, Y.V.: Design of a quadrocopter with pid-controlled fail-safe algorithm. J. Wirel. Mobile Netw. Ubiquitous Comput. Dependable Appl. 11(2), 23–33 (2020). https://doi.org/10.22667/JOWUA.2020.06.30.023

  3. Boiko, A.V., Smirnov, N.V.: Approach to optimal control in the economic growth model with a nonlinear production function. ACM International Conference Proceeding Series, pp. 85–89 (2018). https://doi.org/10.1145/3274856.3274874

  4. Fedoseev, V.V., Garmash, A.N., Daiitbegov, D.M., et al.: Economic-Mathematical Methods and Applied Models. UNITI, Moscow (1999). (In Russian)

    Google Scholar 

  5. Girdyuk, D.V., Smirnov, N.V., Smirnova, T.E.: Optimal control of the profit tax rate based on the nonlinear dynamic input-output model. ACM International Conference Proceeding Series, pp. 80–84 (2018). https://doi.org/10.1145/3274856.3274873

  6. Granberg, A.G.: Dynamical Models of the Economy. Economics, Moscow (1985). (In Russian)

    Google Scholar 

  7. Hoekstra, R., Janssen, M.A.: Environmental responsibility and policy in a two-country dynamic input-output model. Econ. Syst. Res. 18(1), 61–84 (2006). https://doi.org/10.1080/09535310500440894

    Article  Google Scholar 

  8. International Input-Output Association (2020). http://www.iioa.org/

  9. Leontief, W.W.: Input-Output Economics. Oxford University Press, New York (1986)

    Google Scholar 

  10. Leontief, W.W.: Essays in Economics: Theories, Theorizing, Facts, and Policies. Politizdat, Moscow (1990). (In Russian)

    Google Scholar 

  11. Livesey, D.A.: Control theory and input-output analysis. Int. J. Syst. Sci. 2(3), 307–318 (1971). https://doi.org/10.1080/00207727108920197

    Article  MATH  Google Scholar 

  12. Organisation for Economic Co-operation and Development (2020). https://data.worldbank.org

  13. Peresada, V.P., Smirnov, N.V., Smirnova, T.E.: Static and Dynamic Models of Multi-commodity Economy: Textbook. Publishing house Fedorova G.V, St. Petersburg, Russia (2017). (In Russian)

    Google Scholar 

  14. Popkov, A.S., Smirnov, N.V., Smirnova, T.E.: On modification of the positional optimization method for a class of nonlinear systems. ACM International Conference Proceeding Series, pp. 46–51 (2018). https://doi.org/10.1145/3274856.3274866

  15. ten Raa, T. (ed.): Handbook of Input-Output Analysis. Edward Elgar Publishing, Cheltenham, UK; Northampton, MA, USA (2017)

    Google Scholar 

  16. Ryaboshlyk, V.: A dynamic input-output model with explicit new and old technologies: an application to the UK. Econ. Syst. Res. 18(2), 183–203 (2006). https://doi.org/10.1080/09535310600653040

    Article  Google Scholar 

  17. Smirnov, N.V., Smirnov, A.N., Smirnov, M.N., Smirnova, M.A.: Combined control synthesis algorithm. In: 2017 Constructive Nonsmooth Analysis and Related Topics (Dedicated to the Memory of V.F. Demyanov), no. 7974014 in CNSA 2017. IEEE Inc. (2017). https://doi.org/10.1109/CNSA.2017.7974014

  18. Smirnov, N.V., Smirnova, T.E.: The stabilization of a family of programmed motions of the bilinear non-stationary system. Vestnik Sankt-Peterburgskogo Universiteta. Ser 1. Matematika Mekhanika Astronomiya (2), 70–75 (1998). (in Russian)

    Google Scholar 

  19. Smirnov, N.V., Smirnova, T.E., Volik, K.M., Peresada, V.P.: Modelling of investment programs based on the impulse program controls. In: Petrosyan, L.A., Zhabko, A.P. (eds.) 2015 International Conference on “Stability and Control Processes” in Memory of V. I. Zubov, SCP 2015, pp. 494–497. IEEE Inc. (2015). https://doi.org/10.1109/SCP.2015.7342182

  20. Smirnov, N.V., Smirnova, T.Y.: The synthesis of multi-programme controls in bilinear systems. J. Appl. Math. Mech. 64(6), 891–894 (2000). https://doi.org/10.1016/S0021-8928(00)00119-2

    Article  MathSciNet  MATH  Google Scholar 

  21. Smirnova, M.A., Smirnov, M.N., Smirnova, T.E., Smirnov, N.V.: Astaticism in tracking control systems. In: Lecture Notes in Engineering and Computer Science, International Multiconference of Engineers and Computer Scientists 2016, IMECS 2016, vol. 1, pp. 200–208. Newswood Limited (2016)

    Google Scholar 

  22. Smirnova, M.A., Smirnov, M.N., Smirnova, T.E., Smirnov, N.V.: Optimization of the size of minimal invariant ellipsoid with providing the desired modal properties. In: Lecture Notes in Engineering and Computer Science, International Multiconference of Engineers and Computer Scientists 2016, IMECS 2016, vol. 1, pp. 238–241. Newswood Limited (2016)

    Google Scholar 

  23. World Input-Output Database (2020). http://www.wiod.org/

  24. Xu, W., Wang, Z., Hong, L., He, L., Chen, X.: The uncertainty recovery analysis for interdependent infrastructure systems using the dynamic inoperability input-output model. Int. J. Syst. Sci. 46(7), 1299–1306 (2015). https://doi.org/10.1080/00207721.2013.822121

    Article  MATH  Google Scholar 

  25. Zhang, J.S.: A multi-sector nonlinear dynamic input-output model with human capital. Econ. Syst. Res. 20(2), 223–237 (2008). https://doi.org/10.1080/09535310802075463

    Article  Google Scholar 

  26. Zubov, V.I.: Synthesis of multiprogram stable controls. Rep. Acad. Sci. USSR 318(2), 274–277 (1991). (In Russian)

    MathSciNet  Google Scholar 

  27. Zubov, V.I.: Lectures on Control Theory. Lan’, Moscow (2009). (In Russian)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Nikolay V. Smirnov .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2022 The Author(s), under exclusive license to Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Smirnov, N.V., Peresada, V.P., Postnov, K.V., Smirnova, T.E., Zholobov, Y.V. (2022). Dynamic Input–Output Models: Analysis of Possibilities and Trends Control. In: Smirnov, N., Golovkina, A. (eds) Stability and Control Processes. SCP 2020. Lecture Notes in Control and Information Sciences - Proceedings. Springer, Cham. https://doi.org/10.1007/978-3-030-87966-2_71

Download citation

Publish with us

Policies and ethics