Simulation Research of Game-Theoretic Models on the Basis of Wolfram-Technologies
Abstract
Within this article questions of a simulation research of game-theoretic models on the basis of Wolfram-technologies in practice of decision-making in the different fields of economic activity and vocational training of future IT specialist are considered. Recommendations about use of Wolfram-technologies in the course of the research of game-theoretic models of the social and economic and administrative situations which are characterized by dynamics of intramodular interaction and preferences of players in the choice of optimum strategy are submitted. The ideas stated in article can be useful to design of professionally significant subject matters among which there are "Games Theory", "Mathematical Methods in Economy", "The Theory of Decision-Making", "Instrumental Methods in Economy". The article focuses on questions in the field of classical and evolutionary game theory - a relatively new direction of economic cybernetics. The matters are analyzed in the context of improvement of quality of the made decisions. It is noted that the methods and models of the classical game theory, the development of which was started about fifty years ago, currently find limited application in the practice of decision-making in various areas of economic activity. So far in game-theoretic modeling focus is shifted to the evolutionary games considering features of dynamics of information environment of decision-making and preferences of players at the choice of optimum strategy. The article notes the demand for simulation modeling methods for the study of neoclassical game situations, implemented in special software, Wolfram in particular. The principles of imitation modeling for the study of neoclassical game situations are highlighted: "Trend Study", "Imitation", "Static Perception and Immediate Benefit", "Dummy Playing", "Rational Training". In development of the innovation components of professional competence of the IT specialist at Plekhanov Russian University of Economics, we were faced with the need to strengthen the applied professional orientation of mathematical training. To this end, special attention was paid to the substantive and methodological aspects of using Wolfram technologies for game-theoretic modeling, without which IT specialists would not have a complete understanding of quantitative methods and mathematical modeling.
References
[2] Vlasov D.A., Sinchukov A.V. Potential of Wolfram Technologies in Construction and Research of Econometric Models. Sovremennye informacionnye tehnologii i IT-obrazovanie = Modern Information Technologies and IT-Education. 2019; 15(1):215-224. (In Russ., abstract in Eng.) DOI: https://doi.org/10.25559/SITITO.15.201901.215-224
[3] Grosz B. J., Kraus S., Talman S., Stossel B., Havlin M. The influence of social dependencies on decision-making: initial investigations with a new game. In: Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, 2004. AAMAS 2004, New York, NY, USA, 2004. p. 782-789. Available at: https://ieeexplore.ieee.org/document/1373549 (accessed 20.11.2019). (In Eng.)
[4] Polezhaev V. D., Polezhaeva L.N. Metody i modeli v jekonomike [Methods and Models in Economics]. OmSTU, Omsk; 2008. (In Russ.)
[5] Mangusheva L., Khairulin I. The role of information and communication technologies in group based decision-making. Transport business of Russia. 2017; (1):42-44. Available at: https://www.elibrary.ru/item.asp?id=28885120 (accessed 20.11.2019). (In Russ., abstract in Eng.)
[6] Tikhomirov N.P., Tikhomirova T.M., Sukiasyan A.G. Risks Theory Advanced. Moscow, RUE; 2019. (In Eng.)
[7] Smirnov E.I. Tehnologija nagljadno-model'nogo obuchenija matematike [Technology of Visual Model of Teaching Mathematics]. YaSPU, Yaroslavl; 1998. (In Russ.)
[8] Mukhanov S.A., Nizhnikov A.I. Proektirovanie uchebnogo kursa na osnove principov vsemirnoj iniciativy CDIO [Design of Course Based on the Principles of the World CDIO Initiative]. Pedagogicheskaja informatika = Pedagogical Informatics. 2014; (4):39-46. Available at: https://www.elibrary.ru/item.asp?id=23029398 (accessed 20.11.2019). (In Russ., abstract in Eng.)
[9] Monakhov V.M. Didactic axiomatics cognition theory of pedagogical technology. Sovremennye informacionnye tehnologii i IT-obrazovanie = Modern Information Technologies and IT-Education. 2016; 12(3-1):32-39. Available at: https://www.elibrary.ru/item.asp?id=27411972 (accessed 20.11.2019). (In Russ., abstract in Eng.)
[10] Likhachev G.G., Sukhorukova I.V. Computer modeling and mathematical support of economic and social problems. Economic Analysis: Theory and Practice. 2003; (5):60-62. Available at: https://www.elibrary.ru/item.asp?id=9448297 (accessed 20.11.2019). (In Russ.)
[11] Sukhorukova I.V., Savina O.I., Lavrinenko T.A., Artyushina T.G. Vysshaja matematika (dlja gumanitarnyh special'nostej) [Higher Mathematics (for Humanitarian Specialties)]. REA, Moscow; 2018. Available at: https://www.elibrary.ru/item.asp?id=32442889 (accessed 20.11.2019). (In Russ.)
[12] Taha H.A. Operations Research: An Introduction. Global Edition. Harlow, United Kingdom: Pearson Education Limited; 2016. (In Eng.)
[13] Sigmund K. William D. Hamilton's Work in Evolutionary Game Theory. Theoretical Population Biology. 2001; 59(1):3-6. (In Eng.) DOI: https://doi.org/10.1006/tpbi.2000.1501
[14] Weibull J.W. Evolutionary Game Theory. Cambridge, Mass.: MIT Press; 1995. (In Eng.)
[15] Kalai E., Lehrer E. Rational Learning Leads to Nash Equilibrium. Econometrica. 1993; 61(5):1019-1045. (In Eng.) DOI: https://doi.org/10.2307/2951492
[16] Camerer C.F. Behavioral Game Theory: Experiments in Strategic Interaction. Princeton: Princeton University Press; 2003. (In Eng.)
[17] Vlasov D.A. Individualization of applied mathematical training of economic university students. Humanities researches of the Central Russia. 2018; 4(9):46-55. (In Russ., abstract in Eng.) DOI: https://doi.org/10.24411/2541-9056-2018-00020
[18] Sinchukov A.V. Development of probable representations future economic bachels. Humanities researches of the Central Russia. 2017; 3(4):86-93. (In Russ., abstract in Eng.) DOI: https://doi.org/10.24411/2541-9056-2017-00031
[19] Karasev P.A., Chaikovskaya L.A. Improvement of higher education programs in the context of modern market requirements of educational services and professional communities. Economics and management: problems, solutions. 2017; 3(2):3-9. Available at: https://www.elibrary.ru/item.asp?id=29007155 (accessed 20.11.2019). (In Russ., abstract in Eng.)
[20] Kulapov M.N., Varfolomeev V.P., Karasev P.A. Technological Aspects of the Control Theory Innovative Processes: System Analysis and Approaches to Modeling. Drukerovskij vestnik. 2018; (3):82-100. (In Russ., abstract in Eng.) DOI: http://dx.doi.org/10.17213/2312-6469-2018-3-82-100
[21] Sukhorukova I.V., Chistyakova N.A. Methodical aspects of actuarial mathematics teaching. Astra Salvensis. 2018; 6:847-857. Available at: https://elibrary.ru/item.asp?id=35755089 (accessed 20.11.2019). (In Eng.)
[22] Sukhorukova I., Chistyakova N. Insurance of the Termination Risk of Projects with Joint Companion Activity. Journal of Reviews on Global Economics. 2019; 8:269-274. (In Eng.) DOI: https://doi.org/10.6000/1929-7092.2019.08.23
[23] Tikhomirova T.M., Sukiasyan A.G. Еconometrics Advanced: Discrete Choice Models. Moscow, RUE; 2018. (In Eng.)
[24] Tikhomirova T.M., Sukiasyan A.G. Influence of social adversity on assessments human potential. Federalism. 2018; (2):64-78. Available at: https://elibrary.ru/item.asp?id=35192464 29007155 (accessed 20.11.2019). (In Russ., abstract in Eng.)
[25] Tikhomirov N.P. Investment project NPV estimation under assumption of environment uncertainty. Ekonomika prirodopol'zovaniya = Environmental Economics. 2011; (6):3-13. Available at: https://elibrary.ru/item.asp?id=17280246 (accessed 20.11.2019). (In Russ., abstract in Eng.)
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