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Optimal Control in the Resource Allocation Problem for a Two-Sector Economy with a CES Production Function

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We consider the resource allocation problem in a two-sector economy with a Constant Elasticity of Substitution (CES) production function on a given sufficiently long finite planning horizon. The performance criterion being optimized is one of the phase coordinates at the terminal time. The scalar control u satisfies the geometrical constraint u ∈ [0, 1]. The optimal control contains a singular section. Analyzing the Pontryagin maximum principle boundary-value problem we find the extremal triple and prove its optimality using a special representation of the functional increment (the theorem of sufficient conditions of optimality in terms of maximum-principle constructs). The solution is constructed with the aid of a Lambert special function y = W(x), that solves the equation ye y = x. The optimal control consists of three sections: the initial section that involves motion toward the singular ray L sng = {x 1 = x 2 > 0} , the singular section that involves motion along the singular ray, and terminal section that involves motion under zero control. When the initial state is on the singular ray, the optimal control consists of two sections — singular and terminal. The article is related to a number of the authors’ publications using other production function.

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References

  1. L. S. Pontryagin, V. G. Boltyanskii, R. V. Gamkrelidze, and E. F. Mishchenko, Mathematical Theory of Optimal Processes [in Russian], Nauka, Moscow (1961).

    Google Scholar 

  2. Yu. N. Kiselev, S. N. Avvakumov, and M. V. Orlov, Optimal Control. Linear Theory and Applications [in Russian], MAKS Press, Moscow (2007).

    Google Scholar 

  3. Yu. N. Kiselev, “Sufficient conditions of optimality in terms of Pontryagin maximum principle constructs,” in: Mathematical Models in Economics and Biology, Proc. Sci. Seminar, Planernoe, Moscow Oblast [in Russian], MAKS Press, Moscow (2003), pp. 57–67.

  4. S. N. Avvakumov and Yu. N. Kiselev, “Some optimal control algorithms,” Trudy Inst. Matem. Mekhan. UrO RAN, Ekatirenburg, 12, No. 2, 2017 (2006).

    MATH  Google Scholar 

  5. Yu. N. Kiselev and M. V. Orlov, “Resource allocation problem in a two-sector economy with a Cobb-Douglas production function,” in: Modern Methods in the Theory of Boundary-Value Problems, Pontryagin Readings-XX [in Russian], Voronezh (2009), pp. 85–86.

  6. Yu. N. Kiselev, “Construction of exact solutions for the nonlinear time-optimal problem of a special kind,” Fundament. Prikl. Matem., 3, No. 3, 847–468 (1997).

    MATH  Google Scholar 

  7. S. A. Ashmanov, An Introduction to Mathematical Economics [in Russian], Nauka, Moscow (1984).

    MATH  Google Scholar 

  8. S. A. Ashmanov, Mathematical Models and Methods in Economics [in Russian], Izd. MGU, Moscow (1980).

    Google Scholar 

  9. S. N. Avvakumov, Yu. N. Kiselev, M. V. Orlov, and A. M. Taras’ev, “Profit maximization problem for Cobb-Douglas and CES production functions,” in: Nonlinear Dynamics and Control [in Russian], Fizmatlit, Moscow, No. 5, 309–350 (2007).

  10. Yu. N. Kiselev, V. Yu. Reshetov, S. N. Avvakumov, and M. V. Orlov, “Construction of the optimal solution and sets in one resource allocation problem,” in: Problems of Dynamic Control, Proc. Faculty Comp. Math. Cybernet., Lomonosov MGU [in Russian], MAKS Press, Moscow, No. 2, 106–120 (2007).

  11. Yu. N. Kiselev, S. N. Avvakumov, and M. V. Orlov, “Construction in analytical form of the optimal solution and reachable sets in one resource allocation problem,” Prikl. Matem. Informat., MAKS Press, Moscow, No. 27, 80–99, (2007).

  12. Yu. N. Kiselev, V.Yu. Reshetov, S. N. Avvakumov, and M. V. Orlov, “Investigation of a resource allocation problem,” in: Differential Equations and Topology, Int. Conf. Commemorating 100th Anniversary of L. S. Pontryagin [in Russian], abstracts of papers, MAKS Press, Moscow (2008), pp. 350–352.

  13. Yu. N. Kiselev, S. N. Avvakumov, and M. V. Orlov, “Investigation of a two-sector economic model with possible singular regimes,” in: Problems of Dynamic Control, Proc. Faculty Comp. Math. Cybernet., Lomonosov MGU [in Russian], MAKS Press, Moscow, No. 3, 77–116 (2008).

  14. Yu. N. Kiselev and M. V. Orlov, “An optimal resource allocation program in a two-sector economic model with a Cobb-Douglas production function,” Diff. Uravn., 46, No. 12, 1749–1765 (2010).

    MATH  MathSciNet  Google Scholar 

  15. Yu. N. Kiselev and M. V. Orlov, “Optimal control problems with singular regimes for a model in microbiology,” Vestn.MGU, Ser. 15: Vychisl. Matem. Kibernet., No. 3, 23–26 (1998).

  16. H. A. ban den Berg, Yu. N. Kiselev, S. A. L.M. Kooijman, and M. V. Orlov, “Optimal allocation between nutrient uptake and growth in a microbial trichome,” J. Math. Biol., 37, 28–48 (1998).

    Article  MATH  MathSciNet  Google Scholar 

  17. Yu. N. Kiselev and M. V. Orlov, “Investigation of one-dimensional optimization models with an infinite horizon,” Diff. Uravn., 40, No. 12), 1615–1628 (2004).

    MATH  MathSciNet  Google Scholar 

  18. Yu. N. Kiselev and M. V. Orlov, “An optimal resource allocation program in a two-sector economy with a Cobb-Douglas production function and different depreciation rates,” Diff. Uravn., 48, No. 12, 1642–1657 (2012).

    Google Scholar 

  19. Yu. N. Kiselev, M. V. Orlov, and S. M. Orlov, “Investigation of a two-sector economy with an integral functional,” Vestnik MGU, Ser. 15: Vychisl. Matem. Kibernet., No. 4, 27–37 (2013).

  20. Yu. N. Kiselev, M. V. Orlov, and S. M. Orlov, “An optimal resource allocation program in a two-sector economy with integral functional for different depreciation rates,” Diff. Uravn., 51, No. 5, 671–687 (2015).

    MATH  Google Scholar 

  21. R.M. Gorless, G. H. Gonnet, D. E. G. Hare, D. J. Jeffrey, and D. E. Knuth, “On the LambertWfunction,” Advances in Computational Mathematics, 5, 329–359 (1996).

    Article  MathSciNet  Google Scholar 

  22. Yu. Kiselev, S. Avvakumov, and M. Orlov, “A resource allocation problem in a two-sector economy with a CES production function,” in: System Dynamics and Control Processes, Proc. Int. Conf. in honor of 90th Anniversary of Academician N. N. Krasovskii [in Russian], UMTs UPI, Ekataerinburg (2015), pp. 220–227.

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Translated from Problemy Dinamicheskogo Upravleniya, No. 7, 2016, pp. 34–57.

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Kiselev, Y.N., Avvakumov, S.N. & Orlov, M.V. Optimal Control in the Resource Allocation Problem for a Two-Sector Economy with a CES Production Function. Comput Math Model 28, 449–477 (2017). https://doi.org/10.1007/s10598-017-9375-0

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