CASPIAN JOURNAL
MANAGEMENT AND HIGH TECHNOLOGIES
MODELING OPEN LEARNABLE SOCIO-ECONOMICAL SYSTEMS
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Read | Davtyan Alexander G., Shabalina Olga A., Sadovnikova Natalia P., Potapov Denis I. MODELING OPEN LEARNABLE SOCIO-ECONOMICAL SYSTEMS // Caspian journal : management and high technologies. — 2021. — №2. — pp. 40-47. |
Davtyan Alexander G. - Moscow Institute of Physics and Technology, agvs@mail.ru
Shabalina Olga A. - Volgograd State Technical University, o.a.shabalina@gmail.com
Sadovnikova Natalia P. - Volgograd State Technical University, n_sadovnikova@vstu.ru
Potapov Denis I. - National Research Center “Kurchatov Institute”, dpotapov.denis@yandex.ru
The article considers approaches to modeling the property of openness of socio-economic systems, representing the ability of such systems to interact with the environment. It is proposed to include in socio-economic sys-tem description its ability to "learn", i.e. "adjust" to the continuous changes taking place in the system itself and its environment. The concept of learnability of socio-economic systems is introduced and an approach to modeling learnability is proposed. A model of an open learn-able socio-economic system is described. The model is represented by a system of equations with pseudo-mathematical functions and operations, which reflect nonmodeled within the formal logic decision-making by a person as a carrier of the social essence of any socio-economic system. The relationship between the learnability of the system and the management in the system is shown, and the method of management in open learnable socio-economic systems is described, in which the management process per se is considered in terms of narrative practice. Mathematical methods are used in the proposed method to fix the learning outcomes of the system and support the management process based on the interpretation of the results. The parameters of the models are such characteristics of the interaction of the system with the environment, which can be observed and formalized.
Key words: socio-economic system, openness of socio-economic system, learnability of socio-economic system, socio-economic system model, goalsetting, goal space, goal achievement, control in socio-economic systems, narrative