Mathematical Model of Human Capital Dynamics

A mathematical description of household economic behavior is studied. On the one hand, households are consumers that seek to maximize the discounted utility function in an imperfect market of savings and consumer loans. On the other hand, households are workers in the labor market; they receive a wage and seek to enhance their skills to receive a higher wage. An increase in the level of worker’s skill is achieved via investment in human capital. In this paper, a mathematical model of the worker’s behavior in the labor market is represented in the form of an infinite-horizon optimal control problem. A solution existence theorem is proved, and necessary optimality conditions are obtained in the form of Pontryagin’s maximum principle. The model is identified using Russian statistical data for various social layers.

Authors
Trusov N.V.1, 2, 3 , Shananin A.A. 1, 2, 3, 4
Number of issue
10
Language
English
Pages
1942-1954
Status
Published
Volume
63
Year
2023
Organizations
  • 1 Federal Research Center “Computer Science and Control,” Russian Academy of Sciences
  • 2 Moscow Center for Fundamental and Applied Mathematics
  • 3 All-Russia Research Institute of Labor, Ministry of Labor and Social Protection of the Russian Federation
  • 4 Peoples’ Friendship University of Russia (RUDN University)
Keywords
mathematical modeling; optimal control; infinite-horizon problems; maximum principle; identification problem; Computational Mathematics and Numerical Analysis
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