Economic and Mathematical Modeling for the Process Management of the Company's Financial Flows

Evgeniy Kostyrin, Daniil Rozanov

Abstract


This paper presents an analysis of existing methods and models designed to solve the problem of planning the distribution of financial flows in the operational management cycle of the enterprise; it also offers tools for process management of enterprise financial flows based on the method of dynamic programming, which allows for determining the optimal combination of factors affecting the financial flow of the enterprise, taking into account existing restrictions on changes in the influencing parameters of the model. The current study develops an innovative model that maximizes the economic efficiency of investment in the sale of food products through retail chains and the practical implementation of the developed model based on the data from the financial reports of LLC "Kraft Heinz Vostok". The theoretical and methodological basis of the research includes the works of Russian and foreign experts in the fields of methodology of economic and mathematical modeling and decision-making, dynamic programming, system analysis, information approach to the analysis of systems, process management of enterprise financial flows, and human resource management. The author's methodology makes it possible to increase the company's profitability in key clients and categories in the range of 4 to 6 million dollars and to increase the return on investment by 10–17%. The scientifically innovative aim is to develop a toolkit for process management of enterprise financial flows, characterized by a systematic combination of methods of dynamic programming, social financial technologies, and economic evaluation of investments, which allows for the creation of mechanisms for managing the development of enterprises of all organizational and legal forms and the development of model projects of decision support systems with the prospects of their incorporation into existing information and analytical systems.

 

Doi: 10.28991/ESJ-2023-07-03-017

Full Text: PDF


Keywords


Financial Flows; Dynamic Programming; Economic and Mathematical Models; Food Products; Key Customers; Investment; Economic Effect; Profitability Profit.

References


Baranovskaya T.P., & Lutsenko, Y. V. (2018). Information and cognitive technologies in managing the quality of life through investments in the agricultural sector: synthesis and verification of system-cognitive models. New Technologies. 4, 102-108.

Pavlov, A. Y., Batova, V. N., & Popov, V. V. (2019). Introduction of digital technologies in the agro-industrial complex as a tool for ensuring sustainable development of rural areas. In 1st International Scientific Conference" Modern Management Trends and the Digital Economy: from Regional Development to Global Economic Growth" (MTDE 2019), 340-344. Atlantis Press. doi:10.2991/mtde-19.2019.65.

Adamenko, A. A., Petrov, D. V, & Markelov, V. V. (2019). Effective management of cash flows of an economic entity. Bulletin of the Academy of Knowledge, 6(35), 14–18.

Ilinykh, A.A. (2019). Economic essence of the movement of cash flows of the organization. Young Scientist, 14: 103-105.

Cui, Q., Hastak, M., & Halpin, D. (2010). Systems analysis of project cash flow management strategies. Construction management and economics, 28(4), 361-376. doi:10.1080/01446191003702484.

Ngelo, A. A., Permatasari, Y., Harymawan, I., Anridho, N., & Kamarudin, K. A. (2022). Corporate Tax Avoidance and Investment Efficiency: Evidence from the Enforcement of Tax Amnesty in Indonesia. Economies, 10(10). doi:10.3390/economies10100251.

Butt, J. (2020). A Conceptual Framework to Support Digital Transformation in Manufacturing Using an Integrated Business Process Management Approach. Designs, 4(3), 17. doi:10.3390/designs4030017.

Luthra, S., Sharma, M., Kumar, A., Joshi, S., Collins, E., & Mangla, S. (2022). Overcoming barriers to cross-sector collaboration in circular supply chain management: a multi-method approach. Transportation Research Part E: Logistics and Transportation Review, 157, 102582. doi:10.1016/j.tre.2021.102582.

Li, F., & Fang, G. (2022). Process-Aware Accounting Information System Based on Business Process Management. Wireless Communications and Mobile Computing, 2022, 1–15. doi:10.1155/2022/7266164.

Olshanskiy, O. (2018). Development of methods of improvement of business process management. Technology Audit and Production Reserves, 5(4(43)), 20–25. doi:10.15587/2312-8372.2018.146862.

Kostyrin, E. V. (2020). Economic and mathematical models of financial incentives for the personnel at medical organization departments. International Journal of Pharmaceutical Research, 12(4), 1769–1780. doi:10.31838/ijpr/2020.12.04.253.

Kostyrin, E. V. (2020). Economic and Mathematical Modeling of Financial Resource Management in Medical Organizations. Industrial Engineering & Management Systems, 19(3), 716–729. doi:10.7232/iems.2020.19.3.716.

Yumaganov, A., Agafonov, A., Myasnikov, V. (2021). An Improved Map Matching Algorithm Based on Dynamic Programming Approach. Information Technology for Management: Towards Business Excellence. ISM FedCSIS-IST 2020 2020, Lecture Notes in Business Information Processing, 413, Springer, Cham, Switzerland. doi:10.1007/978-3-030-71846-6_5.

Zhu, Y., & Jia, G. (2020). Dynamic Programming and Hamilton-Jacobi-Bellman Equations on Time Scales. Complexity, 2020, 7683082. doi:10.1155/2020/7683082.

Bellou, A., & Kaymak, B. (2021). The Cyclical Behavior of Job Quality and Real Wage Growth. American Economic Review: Insights, 3(1), 83–96. doi:10.1257/aeri.20190553.

Krolage, C., Peichl, A., & Waldenström, D. (2022). Long-run trends in top income shares: The role of income and population growth. The Journal of Economic Inequality, 20(1), 97–118. doi:10.1007/s10888-021-09520-8.

Chao, C., Ee, M. S., Nguyen, X., & Yu, E. S. H. (2021). Minimum wage, firm dynamics, and wage inequality: Theory and evidence. International Journal of Economic Theory, 18(3), 247–271. Portico. doi:10.1111/ijet.12307.

Barry, J. (2021). Real wage growth in the U.S. health workforce and the narrowing of the gender pay gap. Human Resources for Health, 19(1), 105. doi:10.1186/s12960-021-00647-3.

Adda, J., & Dustmann, C. (2023). Sources of Wage Growth. Journal of Political Economy, 131(2), 456–503. doi:10.1086/721657.

Pelinescu, E., Iordan, M., & Chilian, M. N. (2021). Digitization and Population Welfare in the New Eu Member States. Romanian Journal of Economic Forecasting, 24(4), 59–75.

Lityński, P. (2022). Living in sprawling areas: a cost–benefit analysis in Poland. Journal of Housing and the Built Environment. doi:10.1007/s10901-022-09986-6.

Singh, R. S. P. (2022). The 4 quadrants of monthly household budgets. Research Trends in Multidisciplinary Subjects, 1, 264–271.

Rastvortseva, S., & Manaeva, I. (2022). Modern Development of Small and Medium-Sized Cities: Trends and Drivers. Economic and Social Changes: Facts, Trends, Forecast, 1(79), 110–127. doi:10.15838/esc.2022.1.79.6.

Brunow, S., Lösch, S., & Okhrin, O. (2022). Labor market tightness and individual wage growth: evidence from Germany. Journal for Labour Market Research, 56(1), 16. doi:10.1186/s12651-022-00322-7.

Synyayeva, L., Verba, D., Yarchuk, A., Verkhovod, I., & Aleksandrov, D. (2021). Resources of educational and healthcare industries and population welfare: Comparative analysis in post-socialist and OECD countries. WSEAS Transactions on Business and Economics, 18, 531–542. doi:10.37394/23207.2021.18.54.

Lu, X., Wu, X., & Xu, R. (2022). Why Low Unemployment Rate in the United States Has not Delivered Meaningful Wage Growth. Highlights in Business, Economics and Management, 2, 353–365. doi:10.54097/hbem.v2i.2386.

Sokolov, E. V., & Kostyrin, E. V. (2022). Social Financial Technologies for the Development of Large-Scale Healthcare Systems and the Russian Economy. 2022 15th International Conference Management of Large-Scale System Development (MLSD). doi:10.1109/mlsd55143.2022.9934748.

Etges, A. P. B. da S., Grenon, V., Lu, M., Cardoso, R. B., de Souza, J. S., Kliemann Neto, F. J., & Felix, E. A. (2018). Development of an enterprise risk inventory for healthcare. BMC Health Services Research, 18(1). doi:10.1186/s12913-018-3400-7.

Horkoff, J., Jeusfeld, M. A., Ralyté, J., & Karagiannis, D. (2018). Enterprise Modeling for Business Agility. Business and Information Systems Engineering, 60(1), 1–2. doi:10.1007/s12599-017-0515-z.

Vahlne, J. E., & Bhatti, W. A. (2019). Relationship Development: A Micro-Foundation for the Internationalization Process of the Multinational Business Enterprise. Management International Review, 59(2), 203–228. doi:10.1007/s11575-018-0373-z.

Kouaib, A. (2022). Corporate Sustainability Disclosure and Investment Efficiency: The Saudi Arabian Context. Sustainability (Switzerland), 14(21). doi:10.3390/su142113984.

Filina, М. А., & Umarova, З. М. (2019). Investment risk: types and evaluation methods. Age of Science, (20), 471-474. doi:10.24411/2409-3203-2019-12099.

Zhao, J. (2022). Risk Assessment Method of Agricultural Management Investment Based on Genetic Neural Network. Security and Communication Networks, 2022, 2373363. doi:10.1155/2022/2373363.

Yang, K., Fahad, S., & Yuan, F. (2022). Evaluating the influence of financial investment in compulsory education on the health of Chinese adolescents: a novel approach. BMC Public Health, 22(1). doi:10.1186/s12889-022-14125-5.

Kovalenko, P., Rokochinskiy, A., Volk, P., Turcheniuk, V., Frolenkova, N., & Tykhenko, R. (2021). Evaluation of ecological and economic efficiency of investment in water management and land reclamation projects. Journal of Water and Land Development, 48(1–3), 81–87. doi:10.24425/jwld.2021.136149.

Lijia, L., Guanglong, X., Keyao, L., Juhua, H., Wanzhen, M., Xuejie, W., & Huiru, Z. (2022). Investment Efficiency Assessment of Distribution Network for the High Proportion of Renewable Energy: A Hybrid Multiattribute Decision-Making Method. Mathematical Problems in Engineering, 2022, 1–16. doi:10.1155/2022/2214235.

Wang, L., Liang, J., & Liu, J. (2020). Research on Investment Efficiency Evaluation of Wind Power Projects under Supply-side Reform. IOP Conference Series: Earth and Environmental Science, 508(1), 012089. doi:10.1088/1755-1315/508/1/012089.

Nourani, M., Kweh, Q. L., Lu, W. M., & Gurrib, I. (2022). Operational and investment efficiency of investment trust companies: Do foreign firms outperform domestic firms? Financial Innovation, 8(1). doi:10.1186/s40854-022-00382-1.

Obinna Njoku, V., AmarachiUkaoha, C., Anthony, L., A., A., O., D., & Oluleye, D. (2022). Assessment of Investment Decisions and Financial Performance of Small and Medium Enterprises in Federal Capital Territory, Nigeria. International Journal of Small and Medium Enterprises, 5(1), 40–49. doi:10.46281/ijsmes.v5i1.1813.

Yang, Q., Li, Z., Chen, Y., Zhu, Y., & Dou, Q. (2022). An Investment Efficiency Evaluation Model for Distribution Network with Distributed Renewable Energy Resources. Frontiers in Energy Research, 10. doi:10.3389/fenrg.2022.931486.

Tran, Q. T., & Tran, Q. D. (2022). How Does National Culture Affect Corporate Investment Efficiency? Global Business Review, 097215092210888. doi:10.1177/09721509221088898.

Wang, P. (2021). Application of Cloud Computing and Information Fusion Technology in Green Investment Evaluation System. Journal of Sensors, 2021, 2292267. doi:10.1155/2021/2292267.

Wang, X., Chen, W., & Lekse, W. J. (2021). Investment Selection And Evaluation For China Express Delivery Market. International Journal of Industrial Engineering, 28(2), 190-208.

Altunina, L. N., Khorolskaya, T. E., & Smirnova, A. I. (2021). Of the effectiveness of cash flow management of a commercial organization. Bulletin of the Academy of Knowledge, 4(39), 41–46.

Aliyu, U. S., Ozdeser, H., Çavuşoğlu, B., & Usman, M. A. M. (2021). Food security sustainability: A synthesis of the current concepts and empirical approaches for meeting SDGs. Sustainability (Switzerland), 13(21), 11728. doi:10.3390/su132111728.

El Bilali, H. (2019). Research on agro-food sustainability transitions: where are food security and nutrition? Food Security, 11(3), 559–577. doi:10.1007/s12571-019-00922-1.

Enahoro, D., Mason-D’Croz, D., Mul, M., Rich, K. M., Robinson, T. P., Thornton, P., & Staal, S. S. (2019). Supporting sustainable expansion of livestock production in South Asia and Sub-Saharan Africa: Scenario analysis of investment options. Global Food Security, 20, 114–121. doi:10.1016/j.gfs.2019.01.001.

Hall, D. (2020). National food security through corporate globalization: Japanese strategies in the global grain trade since the 2007–8 food crisis. Journal of Peasant Studies, 47(5), 993–1029. doi:10.1080/03066150.2019.1615459.

Li, S., Li, X., Sun, L., Cao, G., Fischer, G., & Tramberend, S. (2018). An estimation of the extent of cropland abandonment in mountainous regions of China. Land Degradation and Development, 29(5), 1327–1342. doi:10.1002/ldr.2924.

Semin, A., Kibirov, A., & Rassukhanov, U. (2018). Problems and main mechanisms to increase investment attractiveness of agricultural production. European Research Studies Journal, 21(2), 378–400. doi:10.35808/ersj/1009.

Shakulikova, G. T., Baidalinova, A. S., Uakhitzhanova, A. M., Baimuldina, G. B., & Ikmatova, E. B. (2018). Agriculture financing – A basic premise for ensuring food security in Kazakhstan. Journal of Applied Economic Sciences, 13(1), 216–226.

Svanidze, M., Götz, L., Djuric, I., & Glauben, T. (2019). Food security and the functioning of wheat markets in Eurasia: a comparative price transmission analysis for the countries of Central Asia and the South Caucasus. Food Security, 11(3), 733–752. doi:10.1007/s12571-019-00933-y.

Vaganova, O. V, Solovjeva, N. E., Polukhin, O. N., & ... (2020). Analysis of supply chain in investment activity in the Russian agricultural complex. International Journal of Supply Chain Management, 9(5), 1615–1622.

Verma, V., Vishal, B., Kohli, A., & Kumar, P. P. (2021). Systems-based rice improvement approaches for sustainable food and nutritional security. Plant Cell Reports, 40(11), 2021–2036. doi:10.1007/s00299-021-02790-6.

Wakjira, K., Negera, T., Zacepins, A., Kviesis, A., Komasilovs, V., Fiedler, S., Kirchner, S., Hensel, O., Purnomo, D., Nawawi, M., Paramita, A., Rachman, O. F., Pratama, … Brodschneider, R. (2021). Smart apiculture management services for developing countries—the case of SAMS project in Ethiopia and Indonesia. PeerJ Computer Science, 7, 484. doi:10.7717/PEERJ-CS.484.

Abbasov, S. (2021). Improving Cash Flow Management. Economic Herald of the Donbas, 4 (66), 33–38. doi:10.12958/1817-3772-2021-4(66)-33-38.

Atakul, N. (2022). Exploring the cash flow management strategies of Turkish construction companies. Journal of Construction Engineering, Management & Innovation, 5(3). doi:10.31462/jcemi.2022.03168180.

Etim, E. O., Daferighe, E. E., Enang, E. R., & Nyong, M. B. (2022). Cash Flow Management and Financial Performance of Selected Listed Companies in Nigeria. Indo-Asian Journal of Finance and Accounting, 3(1), 27–46. doi:10.47509/iajfa.2022.v03i01.03.

Ketova, К. V., Rusyak, I. G., Kasatkina, E. V., Saburova, E. A., & Vavilova, D. D. (2020). Organizing the cash flow management in the construction industry in the Russian Federation. IOP Conference Series: Materials Science and Engineering, 862(4), 042035. doi:10.1088/1757-899x/862/4/042035.

Koopman, K., & Cumberlege, R. (2021). Cash flow management by contractors. IOP Conference Series: Earth and Environmental Science, 654(1), 012028. doi:10.1088/1755-1315/654/1/012028.

Kucherenko, T., & Anishchenko, H. (2022). Accounting And Analytical Support of Cash Flow Management of Enterprises. Efektyvna Ekonomika, 2. doi:10.32702/2307-2105-2022.2.12.

Kudyrko, O., & Коpchykova, І. (2022). Methodological Approaches to Cash Flow Management at the Enterprise. European Journal of Economics and Management, 8(3), 17–22. doi:10.46340/eujem.2022.8.3.3.

Phuong, T. L., & Thuy, N. T. H. (2021). Impact of Cash Flow Management on Shareholder Value of Listed Real Estate Companies in Vietnam. Vnu Journal of Economics and Business, 1(4), 45–53. doi:10.57110/jeb.v1i4.4584.

Ramli, A., & Yekini, L. S. (2022). Cash Flow Management among Micro-Traders: Responses to the COVID-19 Pandemic. Sustainability (Switzerland), 14(17), 10931. doi:10.3390/su141710931.

Rosemary, I. H., Prince, A. I., Jack, A. E., Fausat, O. I., Enoch, E. N., & Samuel, U. E. (2021). Cash Flow Management and Industrial Firms Performance in Nigeria. Universal Journal of Accounting and Finance, 9(4), 701–711. doi:10.13189/ujaf.2021.090416.

Sulla, A., Slepchenko, D., Kuzmicheva, I., & Zaostrovskikh, E. (2021). Financial Logistics and Its Application in Cash Flow Management. Proceedings of the VIII International Scientific and Practical Conference “Current Problems of Social and Labour Relations” (ISPC-CPSLR 2020). doi:10.2991/assehr.k.210322.206.

Voloshina-Sidey, V., Rud, I., & Portnenko, O. (2021). Cash Flow Management at the Enterprise during Covid-19. Market Infrastructure, 13(54), 141–150. doi:10.32843/infrastruct54-33.

Zaryvakhina, K. S. (2022). Cash Flow Management of the Corporation in the Conditions of Instability. Scientific Review. Economic Sciences), No. 3(2022), 10–15. doi:10.17513/sres.1102.

Sinitskaya, N.Ya. (2021). Financial management: textbook and practical work, Publishing house Yurait, Moscow, Russia.

Atmojo, U. D., Salcic, Z., Wang, K. I.-K., & Vyatkin, V. (2020). A Service-Oriented Programming Approach for Dynamic Distributed Manufacturing Systems. IEEE Transactions on Industrial Informatics, 16(1), 151–160. doi:10.1109/tii.2019.2919153.

Dehghani, M., Montazeri, Z., Ehsanifar, A., Seifi, A. R., Ebadi, M. J., & Grechko, O. M. (2018). Planning of Energy Carriers Based on Final Energy Consumption Using Dynamic Programming and Particle Swarm Optimization. Electrical Engineering & Electromechanics, 0(5), 62–71. doi:10.20998/2074-272x.2018.5.10.

Di, B., & Lamperski, A. (2022). Newton’s Method, Bellman Recursion and Differential Dynamic Programming for Un-constrained Nonlinear Dynamic Games. Dynamic Games and Applications, 12(2), 394–442. doi:10.1007/s13235-021-00399-8.

Doerr, B., Eremeev, A., Neumann, F., Theile, M., & Thyssen, C. (2011). Evolutionary algorithms and dynamic programming. Theoretical Computer Science, 412(43), 6020–6035. doi:10.1016/j.tcs.2011.07.024.

Gomoyunov, M. I. (2020). Dynamic programming principle and Hamilton-jacobi-bellman equations for fractional-order systems. SIAM Journal on Control and Optimization, 58(6), 3185–3211. doi:10.1137/19M1279368.

Justiz, M., Bychko, B., Soler, S., Frolov, V., Malafeyev, O., & Vasileva, A. (2021). Application of Dynamic Programming to minimize energy consumption in industrial dryers. Bulletin de l'Académie Internationale Concorde, (2), 3-20.

Карасева, Т. С. (2020). Genetic Programming Algorithm for the Dynamic Systems Identification. Youth Leading with Science, Technology, and Innovation, (19), 299-301.

Land, K., Vogel-Heuser, B., & Cha, S. (2020). Applying Dynamic Programming to Test Case Scheduling for Automated Production Systems. Systems Modelling and Management, 3–20. doi:10.1007/978-3-030-58167-1_1.

Struchenkov, V. I., & Karpov, D. A. (2020). High-speed dynamic programming algorithms in applied problems of a special kind. Mathematics and Statistics, 8(3), 339–346. doi:10.13189/ms.2020.080313.

Saragiotis, P. (2019). Business process management in the port sector: a literature review. Maritime Business Review, 4(1), 49–70. doi:10.1108/MABR-10-2018-0042.

Sboeva, S. G., Klyueva, Y. A., Burdaev, N. L., & Zaharchenko, M. A. (2019). Development of methodical bases for business process management optimization in clinical trials. Journal of Advanced Pharmacy Education and Research, 9(2), 137–142.

Tabassam, S., Hassan, O., Al-Qahtnae, E., & Al-Ahmary, N. (2019). Goal question metrics and its application to process management and improvement. International Journal on Engineering Applications, 7(2), 52–58. doi:10.15866/irea.v7i2.17013.

Taskymbayeva, L. A., Shaikh, A. A., & Salimbayeva, R. A. (2022). Application of Business Process Management Methods in Higher Education Institutions. Central Asian Economic Review, 3, 45–55. doi:10.52821/2789-4401-2022-3-45-55.

Voskovskaya, A. S., Karpova, T. A., Rostovtseva, P. P., Guseva, N. V., & Shelygov, A. V. (2020). Development of the learning process management in the context of digitization. Revista Inclusiones, 7(S4-5), 240-249.

Yehorchenkova, N., & Yehorchenkov, O. (2021). Modeling of project portfolio management process by cart algorithm. Advances in Intelligent Systems and Computing, 1265 AISC, 353–363. doi:10.1007/978-3-030-58124-4_34.

Chi, N. T. K. (2022). Driving factors for green innovation in agricultural production: An empirical study in an emerging economy. Journal of Cleaner Production, 368, 132965. doi:10.1016/j.jclepro.2022.132965.

Salas-Molina, F., Rodríguez-Aguilar, J. A., & Guillen, M. (2023). A multidimensional review of the cash management problem. Financial Innovation, 9(1), 67. doi:10.1186/s40854-023-00473-7.

Fatoki, O. (2012). An investigation into the financial management practices of new micro-enterprises in South Africa. Journal of social sciences, 33(2), 179-188. doi:10.1080/09718923.2012.11893097.

Vom Brocke, J., & Sinnl, T. (2011). Culture in business process management: a literature review. Business Process Management Journal, 17(2), 357-378. doi:10.1108/14637151111122383.

Wang, G.-Y. (2021). The Brand Effect: A Case Study in Taiwan Second-Hand Smartphone Market. Journal of Social and Economic Statistics, 10(1–2), 30–42. doi:10.2478/jses-2021-0003.

Sokolov, E. V., Kostyrin, E. V., & Korneev, V. V. (2021). Sovereign Emission as an Instrument of Import Substitution, Improvement of Demography and Income Growth of the Population in a Social State. Economics & Management: Problems, Solutions, 4(10), 74–85. doi:10.36871/ek.up.p.r.2021.10.04.011.


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DOI: 10.28991/ESJ-2023-07-03-017

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