Studies > Mathematical methods and models of the market economy

Mathematical methods and models of the market economy

Тип: Нормативний

Кафедра: department of digital economics and business analytics

Навчальний план

СеместрКредитиЗвітність
93Іспит

Лекції

СеместрК-сть годинЛекторГрупа(и)
916Romanych I. B.УФЕМ-51с

Лабораторні

СеместрК-сть годинГрупаВикладач(і)
932УФЕМ-51сRomanych I. B.

Опис курсу

The discipline “Mathematical methods and models of the market economy” belongs to the professional component in the normative component of the master’s curriculum of the educational and professional program “Information technologies in business” in the specialty 051 “Economics”.

In a market economy, the functioning of various socio-economic systems is carried out under the influence of a large number of environmental factors that cause arrhythmia of flow processes, which leads to losses in the operation of complex systems. The evolution and non-stationarity of economic objects make it necessary to widely use complex mathematical methods and models that make it possible to take into account the peculiarities of market conditions, to enrich economic activity with the possibilities of accounting for data about objects, to take into account changes in planning models, loss estimation and analysis of the implementation of plans based on simulation and predicting the influence of various factors.

Mathematical methods and models of research and management of the market economy make it possible to study economic phenomena and processes and improve the justification and making of management decisions. The knowledge obtained by masters can be used by them in further practical activities in the management of market economic systems.

 

The subject of the educational discipline “Mathematical methods and models of the market economy” are tools for mathematical modeling of the processes of managing companies at various economic levels, methodological provisions and tools for mathematical modeling of the processes of analysis and management of economic objects at the macro-, meso- and microeconomic levels, a set of methods, means and methods of developing management solutions in the conditions of a market economy.

 

The purpose of studying the educational discipline “Mathematical methods and models of the market economy” is the acquisition of knowledge, the formation of competencies, skills that ensure the correct formalization of various classes of economic systems, the development and implementation of mathematical methods, meaningful interpretation of the results of solving problems of mathematical modeling in economic systems; formation of master’s systems of knowledge on methodology and tools for modeling economic systems, formation of practical skills in the construction and application of mathematical methods and models of functioning of objects and processes of the market economy.

 

The object of study of the discipline “Mathematical methods and models of the market economy” are complex economic systems of different levels of hierarchy and dimensions that make up the market economy, processes in the economy and indicators corresponding to the development of the market economy.

The main tasks of the discipline “Mathematical methods and models of the market economy” : mastering the methods of mathematical modeling of the market economy for the solution of applied economic problems, familiarization with the main approaches to the modeling of the market economy, mastering the methods of decision-making in various classes of economic problems, acquiring practical skills of mathematical modeling of economic systems and application of decision-making theory to practical problems.

 

The discipline “Mathematical methods and models of the market economy” is interconnected with such disciplines as “Microeconomic analysis” , “Macroeconomic analysis” , “Applied econometrics” , “Measurement and evaluation tools of socio-economic processes” , “Smart economy”.

 

The study of an academic discipline involves the achievement of such a qualification level of student training, for which he must:

a) know:

  • methodological principles of mathematical modeling of processes, objects and phenomena of the market economy;
  • methodological principles of quantitative analysis and mathematical modeling of objects, systems and processes of the market economy;
  • principles and methodological approaches to the construction of economic and mathematical models;
  • conceptual provisions and tools for the analysis of mathematical models and methods and their application in the management of economic processes;
  • classes of mathematical methods and models of management of objects and processes of the market economy;
  • mathematical models and methods of economic development analysis at the macro-, meso- and microeconomic level, evolutionary modeling methods;
  • mathematical models of economic security at different levels of management, mathematical models of bankruptcy diagnostics, mathematical methods and models of innovative development.
  • b) be able to:
  • analyze socio-economic objects and processes using classic modeling methods;
  • conduct system analysis and model socio-economic systems of different levels;
  • develop and research mathematical models of the functioning of economic systems and objects;
  • apply mathematical methods at the macro-, meso-, and microeconomic level, apply evolutionary modeling methods, analyze adaptive and rational expectations;
  • apply mathematical modeling of economic security at different levels of management, models of economic security of the region and the enterprise, bankruptcy diagnosis methods;
  • evaluate the system characteristics of the enterprise: maneuverability, viability, reliability;
  • forecast the development of economic systems and processes, monitor and control the development of economic systems;
  • provide information and analytical support for management decisions and further development of the company’s strategy;
  • apply tools of anti-crisis management of the enterprise, tools for supporting the processes of managing cash flows, enterprise finances, operational and investment activities.

 

Рекомендована література

Main:

  1. Vovk L.V. Mathematical tools for modeling economic processes: teaching. manual Kyiv: Lira-K, 2019. 252 p.
  2. Harmatii N.M., Martynyak I.O., Tsikh G.V. Classic and modern models of economics: teaching. manual. Ternopil: FOP Palyanytsia V.A., 2023. 300 p.
  3. Hryhorkiv V.S. Modeling of the economy: a textbook. Chernivtsi: CHNU named after Yu. Fedkovicha, 2019. 360 p.
  4. Economic and mathematical methods and models in the field of personnel management: training. manual / L.V. Maznyk , T.V. Berezyanko , O.V. Bezpalko, A.D. Berger , Yu.M. Hryniuk, O.I. Dragan, O.M. Oliynychenko [ General edited by L.V. Maznyk ]. Kyiv: Department, 2019. 290 p.
  5. Ivakhnenko O.V. Mathematical methods and models of the market economy: methodological recommendations for laboratory work for students of the specialty 051 “Economics” of the second (master’s) level. Kharkiv: KHNEU named after S. Kuznetsa , 2019. 65 p.
  6. Kozak Y.G., Matskul V.M. Mathematical methods and models for masters in economics. Practical applications. Kyiv: Center for Educational Literature, 2021. 254 p.
  7. Kozmenko O.V., Kuzmenko O.V. Economic and mathematical methods and models: econometrics: education. manual. Sumy: University Book, 2023. 406 p.
  8. Kuzmin O.E., Novakivskyi I.I. Economic-mathematical methods and models in research works: teaching. guide / for general ed. Dr. Econ . Sciences, Prof. O.E. Kuzmina. Lviv: Publishing House of Lviv Polytechnic, 2021. 284 p.
  9. Los V.O., Maksyshko N.K., Kozin I.V. Mathematical methods and models of the market economy: methodological recommendations for laboratory classes for higher education master’s degree holders in the specialty “Economics” of the educational and professional program “Economic Cybernetics”. Zaporizhzhia: ZNU, 2024. 67 p.
  10. Modeling and forecasting of economic processes . Materials of the XV All-Ukrainian Scientific and Practical Conference. Kyiv: KPI named after Igor Sikorskyi, 2021. 94 p.
  11. Oliynyk V.M. Economic and mathematical modeling in the development of insurance and management of insurance tariffs: monograph. Sumy: University Book, 2023. 366 p.
  12. Piskunova O.V. Mathematical methods and models of research of market systems: teaching. manual Kyiv: KNEU, 2022. 224 p.
  13. Modern problems of modeling socio-economic systems . Materials of the XIV international scientific and practical conference April 6-7, 2023. Multimedia Science. electron. view. Bratislava-Kharkiv. HNEU named after S. Kuznetsa , 2023.

 

Additional:

  1. Barankevich M.M., Antoniv V.B. Introduction to mathematical economics. Fundamental models: education. manual Drohobych: Kolo, 2009. 348 p.
  2. Vitlinsky V.V., Piskunova O.V., Tkach O.V. etc. Mathematical models and methods of the market economy: workshop. Kyiv: KNEU, 2014. 362 p.
  3. Vitlinsky V.V., Zhluktenko V.I., Tarasova L.G., Velikoivanenko G.I. Applied models of economic processes: workshop. Kyiv: KNEU, 2014. 226 p.
  4. Geets V.M., Kyzym M.O., Klebanova T.S., Chernyak O.I. etc. Modeling of economic security: state, region, enterprise: monograph. Kharkiv: VD “INZHEK”, 2006. 468 p.
  5. Ivanenko T.V., Ivanenko O.O. Mathematical methods in economics: teaching. manual Kyiv: “Krok” University of Economics and Law, 2014. 253 p.
  6. Klebanova T.S., Kyzym M.O., Chernyak O.I. etc. Mathematical methods and models of the market economy. Kharkiv: INZHEK, 2010. 456 p.
  7. Kulyan V.R., Rutytska V.V., Yunkova O.O. Mathematical modeling and optimization of financial and economic processes: training. manual Kyiv: KNU, 2014. 110 p.
  8. Malyarets L.M., Mysyura E.Yu., Koibichuk V.V. etc. Mathematical methods and models in the management of economic processes: monograph. Kharkiv: KHNEU named after S. Kuznetsa , 2016. 420 p.
  9. Maksyshko N.K., Los V.O. Mathematical methods and models of the market economy: synopsis of lectures for higher education master’s degree holders in the specialty “Economics” of the educational and professional program “Economic Cybernetics”. Zaporizhzhia: ZNU, 2017. 114 p.
  10. Matviychuk A.V. Modeling of economic processes using fuzzy logic methods: monograph. Kyiv: KNEU, 2007. 264 p.
  11. Naumova M.A., Lyubinchak K.R. Taxonomic analysis of the state of the labor market in the regions of Ukraine. Economics and management organization . 2019. No. 1. P. 74–84.
  12. Raevneva O.V. etc. Statistical modeling and forecasting: training. manual for university students. Kharkiv: Inzhek , 2014. 576 p.
  13. Rohatynskyi R.M., Harmatii N.M. Mathematical methods of the market economy for cybernetics specialists: training. manual Ternopil: Aston , 2015. 200 p.

 

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