Identification of a mathematical model of economic development of two regions of the world
The Bulletin of Irkutsk State University. Series Mathematics, Tome 47 (2024), pp. 12-30 Cet article a éte moissonné depuis la source Math-Net.Ru

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This paper is devoted to solving the inverse problem (determining the parameters of a system of ordinary differential equations based on additional information determined at discrete points in time) and analyzing its solution for a mathematical model describing the dynamics of changes in the population and capital of two regions of the world. The inverse problem is reduced to the problem of minimizing the target functional and is solved by the method of differential evolution. A numerical method for solving direct and inverse problems is implemented. The developed method was tested on model and real data for countries such as Russia, China, India and the USA.
Keywords: mathematical model, system of ordinary differential equations, economic development, inverse problem, direct problem.
Mots-clés : population
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Mikhail V. Bezgachev; Maxim A. Shishlenin; Alexander V. Sokolov. Identification of a mathematical model of economic development of two regions of the world. The Bulletin of Irkutsk State University. Series Mathematics, Tome 47 (2024), pp. 12-30. http://geodesic.mathdoc.fr/item/IIGUM_2024_47_a1/

[1] Acemoglu D., Aghion P., Zilibotti F., “Distance to frontier, selection, and economic growth”, Journal of the European Economic Association, 4:1 (2006), 37–74 | DOI

[2] Aghion P., Howitt P., “A model of growth through creative destruction”, Econometrica, 60:2 (1992), 323–351 | DOI | Zbl

[3] Alshin A.B., Alshina E.A., Kalitkin N.N., Koryagina A.B., “Rosenbrock Kalitkin-Kuzmina-1980s with complex coefficients for stiff and differential algebraic systems”, Computational Mathematics and Mathematical Physics, 46:8 (2006), 1320–1340 | DOI | MR

[4] Barro R.J., Sala-i-Martin X., “Convergence”, The Journal of Political Economy, 100:2 (1991), 223–251 | DOI

[5] Barro R.J., Sala-i-Martin X., Economic Growth, 2nd ed., The MIT Press, Cambridge, 2003, 673 pp.

[6] Bloom D.E., Williamson J.G., “Demographic Transition and Economic Miracles in Emerging Asia”, The World Bank Economic Review, 12:3 (1998), 419–455 | DOI

[7] Bryan J.L., “The Impact of Government Policy on Economic Growth”, The Collaborative European Research Conference (Cork Institute of Technology, 2013) (accessed 12.10.2022) http://vc.bridgew.edu/management_fac/23

[8] Combes J.-L., Kinda T., Ouedraogo R., Plane P., Does It Pour When it Rains? Capital Flows and Economic Growth in Developing Countries, Ferdi Working paper No 157, 2017 | Zbl

[9] Duca J.V., DiMartino D., “The Rise and Fall of Subprime Mortgages”, FRBSF Economic Letter, 2:11 (2007) | Zbl

[10] Engbers R., Burger M., Capasso V., “Inverse problems in geographical economics: parameter identification in the spatial Solow model”, Philosophical Transactions of The Royal Society A Mathematical Physical and Engineering Sciences, 372 (2014) | DOI | MR | Zbl

[11] Isakov V., Kabanikhin S., Shananin A., Shishlenin M., Zhang S., “Algorithm for determining the volatility function in the Black-Scholes model”, Computational Mathematics and Mathematical Physics, 59 (2019), 1753–1758 | DOI | MR | Zbl

[12] Gundlach E., “The Solow model in the empirics of growth and trade”, Oxford Review of Economic Policy, 23:1 (2007), 25–44 | DOI

[13] Kabanikhin S., Bektemessov M., Shishlenin M., Yang Xin-She, Bektemessov Zh., “Application of differential evolution algorithm for solving the Solow model with the addition of human capital”, Journal of Mathematics, Mechanics and Computer Science, 98:2 (2018), 57–66 | DOI

[14] Kabanikhin S.I., Shishlenin M.A., “Quasi-solution in inverse coefficient problems”, Journal of Inverse Ill-Posed Problems, 16:7 (2008), 705–713 | DOI | MR | Zbl

[15] Larin A.V., Tarunina E.N., “Entrepreneurial activity and the level of economic development: the form of dependence”, Applied econometrics, 2013, no. 1(37), 3–26 | MR

[16] Martinez-Garcia E., “Technological Progress Is Key to Improving World Living Standards”, Economics Letters, 8:4 (2013), 1–4 | MR

[17] Pastor G., Damjanovic T., “The Russian Financial Crisis and Its Consequences for Central Asia”, Emerging Markets Finance and Trade, 39 (2001), 79–104 | DOI

[18] Rankings by Country of Average Monthly Net Salary. Cost of Living. Numbeo, (accessed 18.11.2021) https://www.numbeo.com/cost-of-living/country_price_rankings?itemId=105

[19] Report for Selected Countries and Subjects, , International Monetary Fund (accessed 21.04.2022) https://www.imf.org/external/datamapper/PPPSH\@WEO/OEMDC/ADVEC/WEOWORLD

[20] Sato R., Theory of Technical Change and Economic Invariance, Academic Press, New York, 1981, 439 pp. | MR | Zbl

[21] Senger K., Marie-Eve M., Economic Convergence of Regions: Do Interpersonal Transfers Matter?, Reflets et perspectives de la vie economique, 11:2 (2012), 19–33 | DOI | MR

[22] Shananin A.A., “Inverse problems in economic measurements”, Computational Mathematics and Mathematical Physics, 58:2 (2018), 170–179 | DOI | MR | Zbl

[23] Shrestha L.B., Heisler E.J., The Changing Demographic Profile of the United States, Congressional Research Service, Washington D.C, 2011 (accessed 20.01.2022) https://digital.library.unt.edu/ark:/67531/metadc99088/

[24] Smirnov R., Wang K., “In search of a new economic model determined by logistic growth”, European Journal of Applied Mathematics, 31:2 (2020), 339–368 | DOI | MR | Zbl

[25] Sobol I.M., “Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates”, Mathematics and Computers in Simulation, 55:1 (2001), 271–280 | DOI | MR | Zbl

[26] Solow R.M., “A contribution to the theory of economic growth”, The Quarterly Journal of Economics, 70:1 (1956), 65–94 | DOI

[27] Storn R., Price K., “Differential Evolution — A Simple and Efficient Heuristic for global Optimization over Continuous Spaces”, Journal of Global Optimization, 11:4 (1997), 341–359 | DOI | MR | Zbl

[28] Ten Kate F., Milionis P., Is capital taxation always harmful for economic growth?, International Tax and Public Finance, 26 (2019), 758–805 | DOI

[29] The Population of China in Perspective, Visual capitalist, , 2021 (accessed 17.03.2022) https://www.visualcapitalist.com/the-population-of-china-compared-with-the-rest-of-the-world/

[30] Viktorov I., Abramov A., “The 2014-15 financial crisis in Russia and the foundations of weak monetary power autonomy in the international political economy”, New Political Economy, 25:4 (2020) | DOI

[31] Vogels M., Zoeckler R., Stasiw D.M. et al., “P.F. Verhulst's “notice sur la loi que la populations suit dans son accroissement” from correspondence mathematique et physique. Ghent, vol. X, London, 1838”, Journal of Biological Physics, 3 (1975), 183–192 | DOI

[32] 2020 World migration report, International Organization for Migration, 2020 (accessed 13.02.2021) https://publications.iom.int/system/files/pdf/wmr_2020.pdf

[33] Zou X., A Mathematical Model of Economic Growth of Two Geographical Regions, Bachelor's Thesis, College of William and Mary, Williamsburg, 2017 | Zbl