¹Voronezh State University of Forestry and Technologies named after G.F. Morozov, This email address is being protected from spambots. You need JavaScript enabled to view it., This email address is being protected from spambots. You need JavaScript enabled to view it., This email address is being protected from spambots. You need JavaScript enabled to view it.

Ключевые слова — Methodology, algorithm, pipeline, local pressure losses, local resistance coefficient, average flow velocity.

[1] Kameshwar, S. Fragility and resilience indicators for portfolio of oil storage tanks subjected to hurricanes / S. Kameshwar, J.E. Padgett // Journal of Infrastructure Systems. – 2018. – T. 24, № 6. – Pp. 04018003. – DOI: 10.1061/(ASCE)IS.1943-555X.0000418.

[2] Adekitan, A.I. Lightning exposure of oil tanks with changing roof position / A.I. Adekitan, M. Rock // Advances in Raw Material Industries for Sustainable Development Goals. – 2021. – Pp. 262-267.

[3] Implementation of sustainable motorways of the sea services multi-criteria analysis of a Croatian port system / D. Žgaljić, E. Tijan, A. Jugović, T.P. Jugović // Sustainability. – 2019. – T. 11, № 23. – Pp. 6827. – DOI: 10.3390/su11236827.

[4] A data-driven pipeline pressure procedure for remote monitoring of centrifugal pumps / R.A. Giro, G. Bernasconi, G. Giunta, S. Cesari // Journal of Petroleum Science and Engineering. – 2021. – T. 205. – Pp. 108845. – DOI: 10.1016/j.petrol.2021.108845.

[5] Application of heterogeneous blading systems is the way for improving efficiency of centrifugal energy pumps / F. Pochylý, M. Haluza, S. Fialová [et al.] // Thermal Engineering. – 2017. – T. 64, № 11. – Pp. 794-801. – DOI: 10.1134/S0040601517110088.

[6] Botia, G.P. CFD analysis of hydraulic performance in small centrifugal pumps operating with slurry / G.P. Botia, G.V. Ochoa, J.D. Forero // International Review on Modelling and Simulations. – 2019. – T. 12, № 6. – Pp. 364-372. – DOI: 10.15866/iremos.v12i6.18382.

[7] Impact of design parameters on the performance of centrifugal pumps / M.E. Matlakala, D.V.V. Kallon, S.P. Simelane, P.M. Mashinini // 2nd International Conference on Sustainable Materials Processing and Manufacturing, SMPM. – 2019. – Pp. 197-206. – DOI: 10.1016/j.promfg.2019.05.027.

[8] What is Centrifugal Pump? Working, Parts, Diagram & Types. – URL: https://electricalworkbook.com/centrifugal-pump/(дата обращения: 22.09.2023).

[9] Anikin, Yu.V. Nasosy i nasosnye stancii [Pumps and pumping stations] : ucheb. posobie / Yu.V. Anikin, N.S. Carev, L.I. Ushakova – Ekaterinburg : Ural'skiy federal'nyy universitet im. B.N. El'cina, 2018. – 138 s. .

[10] Morgunov, K.P. Nasosy i nasosnye stancii [Pumps and pumping stations] : uchebnoe posobie / K.P. Morgunov – Sankt-Peterburg : Lan', 2021. – 308 s. .

[11] Akimenko, A.V. Metodika i algoritm rascheta i podbora nasosnyh agregatov dlya hranilisch zhidkih produktov [Methodology and algorithm for calculating and selecting pumping units for liquid product storage facilities] / A.V. Akimenko, E.A. Anikeev, V.V. Voronin // Modelirovanie sistem i processov. – 2022. – T. 15, № 1. – S. 7-13. – DOI: 10.12737/2219-0767-2022-15-1-7-13. .

[12] Akimenko, A.V. Metodika i algoritm rascheta lineynyh poter' napora zhidkosti v truboprovodah [Methodology and algorithm for calculating linear liquid pressure losses in pipelines] / A.V. Akimenko, E.A. Anikeev, V.V. Voronin // Modelirovanie sistem i processov. – 2022. – T. 15, № 2. – S. 7-13. – DOI: 10.12737/2219-0767-2022-15-2-7-13. .

[13] Gidravlika [Hydraulics] : uchebnik i praktikum dlya vuzov / V.A. Kudinov, E.M. Kartashov, A.G. Kovalenko, I.V. Kudinov. – M : Yurayt, 2021. – 386 s. .

[14] Krestin, E.A. Osnovy gidravliki i teplotehniki [Fundamentals of hydraulics and heat engineering] : ucheb. posobie / E.A. Krestin, D.V. Zelencov – M. : KNORUS, 2018. – 344 s. .

[15] Nikitin, O.F. Osnovy gidravliki i gidropnevmoprivoda [Fundamentals of hydraulics and hydraulic pneumatic drive] : uchebnik / O.F. Nikitin, V.V. Yaroc. – M : Izdatel'stvo MGTU im. N. E. Baumana, 2019. – 490 s. .

[16] INFOBOS.RU Mestnye gidravlicheskie soprotivleniya [INFOBOS.RU Local hydraulic resistance]. – URL: https://infobos.ru/str/559.html – Zagl. s ekrana(data obrascheniya: 22.09.2023). .

[17] StudFiles Truboprovodnaya armatura (kurs lekciy) [StudFiles Pipeline fittings (course of lectures)]. – URL: https://studfile.net/preview/994155/page:2/(data obrascheniya: 22.09.2023). .

[18] Kavitha Kumari, K.S. Effective microgrid cost reduction using dragon fly optimization algorithm and firefly algorithm / K.S. Kavitha Kumari, R.S.R. Babu // 2020 International Conference on Computing, Communication and Security, ICCCS. – 2020. – Pp. 9276979. – DOI: 10.1109/ICCCS49678.2020. 9276979. .

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¹Military Training and Scientific Center of the Air Force «Air Force Academy named after prof. N.E. Zhukovsky and Yu.A. Gagarina», This email address is being protected from spambots. You need JavaScript enabled to view it.

²Voronezh State University of Engineering Technologies, This email address is being protected from spambots. You need JavaScript enabled to view it., This email address is being protected from spambots. You need JavaScript enabled to view it.

³Voronezh State University of Forestry and Technologies named after G.F. Morozov, This email address is being protected from spambots. You need JavaScript enabled to view it.

Ключевые слова — Project management, network diagrams, assignment problem, critical path, choice function, paths in a contourless graph.

[1] Kataev, A.V. Upravlenie proektami: matematicheskie modeli optimal'nogo naznacheniya ispolniteley proektnyh rabot [Project management: mathematical models of optimal assignment of project performers] / A.V. Kataev, T.M. Kataeva, E.L. Makarova // Izvestiya Saratovskogo universiteta. Novaya seriya. Seriya: Ekonomika. Upravlenie. Pravo. – 2016. – T. 16, № 3. – S. 294-299.

[2] Kataev, A.V. Zadacha minimizacii kolichestva ispolniteley rabot v proekte: matematicheskaya model' i algoritm resheniya [The problem of minimizing the number of workers in a project: mathematical model and solution algorithm] / A.V. Kataev, T.M. Kataeva // Ekonomika i socium. – 2016. – № 6-3 (25). – S. 77-84.

[3] Kataev, A.V. Formirovanie i optimizaciya proektnyh komand: matematicheskie modeli i algoritmy [Formation and optimization of project teams: mathematical models and algorithms] / A.V. Kataev, A.V. Tychinskiy // Vestnik Taganrogskogo instituta upravleniya i ekonomiki. – 2021. – № 1 (33). – S. 57-60.

[4] Novikova, T.P. Algoritm resheniya zadachi optimal'nogo raspredeleniya rabot v setevyh kanonicheskih strukturah [Algorithm for solving the problem of optimal distribution of work in network canonical structures] / T.P. Novikova, A.I. Novikov // Lesotehnicheskiy zhurnal. – 2014. – T. 4, № 4(16). – S. 309-317.

[5] Dopira, R.V. Metod setevogo planirovaniya razrabotki slozhnyh tehnicheskih sistem [Method of network planning for the development of complex technical systems] / R.V. Dopira, R.Yu. Kordyukov, A.A. Beglecov // Programmnye produkty i sistemy. – 2014. – № 2. – S. 22-26.

[6] Algoritm resheniya zadachi ob upravlenii proektami [Algorithm for solving the problem of project management] / Yu.V. Bugaev, O.V. Avseeva, L.A. Korobova, A.A. Al'kafara // Nauka segodnya: fakty, tendencii, prognozy : sbornik materialov mezhdunarodnoy nauchno-prakticheskoy konferencii. – Vologda, 2018. – S. 17-20.

[7] Algoritm resheniya mnogokriterial'noy zadachi o naznacheniyah na setyah [Algorithm for solving the multicriteria problem of assignments on networks] / Yu.V. Bugaev, O.V. Avseeva, L.A. Korobova, I.Yu. Shurupova // Vestnik Voronezhskogo gosudarstvennogo universiteta inzhenernyh tehnologiy. – 2017. – T. 79, № 4 (74). – S. 71-74.

[8] Poisk vseh resheniy zadachi dinamicheskogo programmirovaniya v sluchae sovpadeniya ih mnogokriterial'nyh ocenok [Search for all solutions to a dynamic programming problem in the case of coincidence of their multicriteria estimates] / Yu.V. Bugaev, L.A. Korobova, I.Yu. Shurupova // Vestnik Voronezhskogo gosudarstvennogo universiteta inzhenernyh tehnologiy. – 2020. – T. 82, № 1 (83). – S. 398-403.

[9] Lipskiy, V. Kombinatorika dlya programmistov [Combinatorics for programmers] / V. Lipskiy. – M.: Mir, 1988. – 213 s.

[10] Kristofides, R. Teoriya grafov. Algoritmicheskiy podhod [Graph Theory. Algorithmic approach] / R. Kristofides. – M.: Mir, 1978. – 432 s.

[11] Bandi, B. Osnovy lineynogo programmirovaniya [Fundamentals of linear programming] / B. Bandi. – M.: Radio i svyaz', 1989. – 176 s.

[12] Bugaev, Yu.V. Poisk S-optimal'nyh marshrutov v grafah [Search for C-optimal routes in graphs] / Yu.V. Bugaev, S.V. Chikunov, F.A. Muzalevskiy // Avtomatika i telemehanika. – 2017. – № 11. – S. 122-136.

[13] Bugaev, Yu.V. Obobschenie shemy dinamicheskogo programmirovaniya [Generalization of dynamic programming scheme] / Yu.V. Bugaev, S.V. Chikunov // Avtomatika i telemehanika. – 2009. – № 2. – S. 90-100.

[14] Ayzerman, M.A. Vybor variantov: osnovy teorii [Choice of options: basic theory] / M.A. Ayzerman, F.T. Aleskerov. – M.: Nauka, 1990. – 240 s.

[15] Murugesan, R. IDI-75 - An optimal ones assignment method for solving unbalanced assignment problems / R. Murugesan // International Journal of Advanced Research. – 2022. – Vol. 10 (Jul). – Pp. 509-519.

[16] Blinov, I.V. Obobschenie algoritma Floyda-Uorshalla na sluchay neskol'kih kriteriev [Generalization of the Floyd-Warshall algorithm to the case of several criteria] / I.V. Blinov, Yu.V. Bugaev, S.V. Chikunov // Vestnik Tambovskogo gosudarstvennogo tehnicheskogo universiteta. – 2009. – T. 15, № 4. – S. 885-892.

[17] Development of an operational quality management application for the production process / Y.A. Safonova, A.V. Lemeshkin, A.N. Pegina, S.S. Rylev // AIP Conference Proceedings. – 2021. – Vol. 2402. – S. 070031. – DOI: 10.1063/5.0071375.

[18] Using the possibilities of digitalization tools in building a dynamic model of competition in conditions of economic security / M.I. Korolev, M.L. Lapshina, A.I. Khorev, O.O. Lukina // 2ND International conference on computer applications for management and sustainable development of production and industry (CMSD-II-2022). – 2023. – Vol. 12564. – S. 28. – DOI: 10.1117/12.2669399.

[19] Justification of the use of mathematical analogues in the construction of an optimization model of the company’s functioning, taking into account its economic security / M.I. Korolev [et al.] // Digital and information technologies in economics and management. – 2023. – Vol. 683. – Pp. 23-31. – DOI: 10.1007/978-3-031-30926-7_3.

[20] Construction of a project risk assessment model based on a probabilistic simulation approach / A.I. Khorev [et al.] // E3S Web of Conferences. – 2023. – Vol. 460. – DOI: 10.1051/e3sconf/202346002010.

[21] Discrete processes dynamics neural network simulation based on multivariate time series analysis with significant factors delayed influence consideration / V.F. Barabanov [et al.] // World Applied Sciences Journal. – 2013. – Vol. 23. – Pp. 1239-1244. – DOI: 10.5829/idosi.wasj.2013.23.09.13136.

¹Voronezh State University of Forestry and Technologies named after G.F. Morozov, This email address is being protected from spambots. You need JavaScript enabled to view it.

Ключевые слова — Cluster analysis, Data Mining, k-means, DBSCAN, hierarchical agglomerative clustering, dendrogram, elbow method.

[1] Dyshin, O.A. The calculation of the spare parts in the auto-service enterprise on the base of real / O.A. Dyshin, N.A. Karimov // Demand. Engineering Science. – 2017. – Vol. 2, № 3. – 2017. – Pp. 78-84. – DOI: 10.11648/j.es.20170203.14.

[2] Evdokimova, S.A. Analiz tovarnogo assortimenta zapasnyh chastey dilerskogo predpriyatiya avtomobil'nogo servisa s pomosch'yu algoritma FP-Growth [Analysis of the product range of spare parts of an automobile service dealership using the FP-Growth algorithm] / S.A. Evdokimova, K.V. Frolov, A.I. Novikov // Modelirovanie sistem i processov. – 2022. – T. 15, № 4. – S. 24-33. – DOI: 10.12737/2219-0767-2022-15-4-24-33.

[3] Ivahnenko, A.A. Modelirovanie strategiy upravleniya zapasami avtoservisnogo predpriyatiya [Modeling of inventory management strategies for a car service enterprise] / A.A. Ivahnenko, O.A. Ivaschuk // Sovremennye naukoemkie tehnologii. – 2022. – № 12-2. – S. 217-222. – DOI: 10.17513/snt.39462.

[4] Shikov, N.N. Model' upravleniya zapasami centra servisnogo obsluzhivaniya [Inventory management model for a service center] / N.N. Shikov, N.Z. Boyko, R.N. Shikov // Ekonomicheskiy vestnik Donbasskogo gosudarstvennogo tehnicheskogo instituta. – 2022. – № 13. – S. 57-65.

[5] Using digital twins to create an inventory management system / V. Kukartsev [et al.] // E3S Web of Conferences. – 2023. – Vol. 431(1). – C. 05016. – DOI: 10.1051/e3sconf/202343105016.

[6] Tehnologii intellektual'nogo analiza dannyh v reshenii ekonomicheskih zadach [Technologies for intelligent data analysis in solving economic problems] / M.Yu. Ivanov [i dr.] // Baikal Research Journal. – 2022. – T. 13, № 2. – S. 27. – DOI: 10.17150/2411-6262.2022.13(2).27.

[7] Simchenko, N.A. System analysis of digital economy virtualization processes / N.A. Simchenko, N.V. Apatova, O.L. Korolev // Perspectives of Science and Education. – 2021. – № 2 (50). – С. 23-39. – DOI: 10.32744/pse.2021.2.2.

[8] Evdokimova, S.A. Segmentation of store customers to increase sales using ABC-XYZ-analysis and clustering methods / S.A. Evdokimova // Journal of Physics: Conference Series. – 2021. – Т. 2032. – C. 012117. –DOI: 10.1088/1742-6596/2032/1/012117.

[9] Klinov, D.A. Razrabotka metodiki segmentacii pol'zovateley s pomosch'yu algoritmov klasterizacii i rasshirennoy analitiki [Development of a methodology for user segmentation using clustering algorithms and advanced analytics] / D.A. Klinov, K.A. Grigoryan // Elektronnye biblioteki. – 2022. – T. 25, № 2. – S. 137-147. – DOI: 10.26907/1562-5419-2022-25-2-137-147.

[10] Defindal, I.P. Applying machine learning on ABC-XYZ inventory model using multivariate and hierarchical clustering / I.P. Defindal, N. Saputra // Proceedings of the 6th International Conference on Vocational Education Applied Science and Technology (ICVEAST 2023). – 2023. – Pp. 322-334. – DOI: 10.2991/978-2-38476-132-6_30.

[11] Narkhede, G. Optimizing inventory carrying cost using rank order clustering approach for small and medium enterprises (SMES) / G. Narkhede, N.R. Rajhans // Journal of University of Shanghai for Science and Technology. – 2021. – Vol. 23, Is. 1. – Pp. 161-170. – DOI: 10.51201/Jusst12550.

[12] Prianus, O. Inventory grouping to support IT business management with the k-means algorithm / O. Prianus // Journal of Computer Science and Information Technology. – 2022. – Vol. 8, Is. 3. – Pp. 66-73. – DOI: 10.35134/jcsitech.v8i3.39.

[13] Ridwan, A.L. Clustering sales patterns of best selling and less selling products at El Jhon Bengkulu stores using the k-medoid method / A. L. Ridwan, S. Siswanto, R.T. Alinse // Jurnal Komputer, Informasi Dan Teknologi (JKOMITEK). – 2022. – Vol. 2(2). – Pp. 637–642. –DOI: 10.53697/jkomitek.v2i2.1048.

[14] Deng, Y. A study on e-commerce customer segmentation management based on improved K-means algorithm / Y. Deng, Q. Gao // Information Systems and e-Business Management. – 2020. – № 18(4). – Pp. 497-510. – DOI: 10.1007/s10257-018-0381-3.

[15] Chindyana, M. Segmentation of tourist interest on tourism object categories by comparing PSO K-means and DBSCAN method / M. Chindyana, L.A. Wulandhari // Revue d’Intelligence Artificielle. – 2021. – №35(1). – Pp. 23-37. – DOI: 10.18280/ria.350103.

[16] Evdokimova, S.A. Algoritm analiza klientskoy bazy torgovoy organizacii [Algorithm for analyzing the client base of a trading organization] / S.A. Evdokimova, T.P. Novikova, A.I. Novikov // Modelirovanie sistem i processov. – 2022. – T. 15, № 1. – S. 24-35. – DOI: 10.12737/2219-0767-2022-15-1-24-35.

[17] Evdokimova, S.A. Primenenie algoritmov klasterizacii dlya analiza klientskoy bazy magazina [Application of clustering algorithms to analyze the store’s customer base] / S.A. Evdokimova, A.V. Zhuravlev, T.P. Novikova // Modelirovanie sistem i processov. – 2021. – T. 14, № 2. – S. 4-12. – DOI: 10.12737/2219-0767-2021-14-2-4-12.

[18] Durojaye, D.I. Analysis and visualization of market segementation in banking sector using kmeans machine learning algorithm / D.I. Durojaye // FUDMA Journal of Sciences. – 2022. – Vol. 6, № 1. – Pp. 387-393. – DOI: 10.33003/fjs-2022-0601-910.

[19] Gabova, E.I. Metodika reytingovaniya kompaniy IT-sektora po urovnyu riskov kreditosposobnosti [Methodology for rating companies in the IT sector according to the level of creditworthiness risks] / E.I. Gabova, N.A. Kazakova // Finansy: teoriya i praktika. – 2022. – T. 26, № 4. – S. 124-138. – DOI: 10.26794/2587-5671-2022-26-4-124-138.

[20] Novikova, T.P. Issledovanie nabora tehnologicheskih operaciy podgotovki semennogo materiala hvoynyh porod dlya lesovosstanovleniya [Study of a set of technological operations for preparing seed material of coniferous species for reforestation] / T.P. Novikova // Lesotehnicheskiy zhurnal. – 2021. – T. 11, № 4 (44). – S. 150-160. – DOI:10.34220/issn.2222-7962/2021.4/13.

[21] How can the engineering parameters of the NIR grader affect the efficiency of seed grading? / T.P. Novikova [et al.] // Agriculture. – 2022. – Т. 12, № 12. – С. 2125. – DOI: 10.3390/agriculture12122125.

[22] Novikova, T.P. The choice of a set of operations for forest landscape restoration technology / T.P. Novikova // Inventions. – 2022. – Т. 7(1). – S. 1. – DOI: 10.3390/inventions7010001.

[23] Orehov, A.V. Markovskiy moment ostanovki aglomerativnogo processa klasterizacii v Evklidovom prostranstve [Markov moment of stopping the agglomerative process of clustering in Euclidean space] / A.V. Orehov // Vestnik Sankt-Peterburgskogo universiteta. Prikladnaya matematika. Informatika. Processy upravleniya. – 2019. – T. 15, № 1. – S. 76-92. – DOI: 10.21638/11702/spbu10.2019.106.

[24] Clinical phenotypes of chronic cough categorized by cluster analysis / J. Kang // PloS ONE. – 2023. – Vol. 18(3). – e0283352. – DOI: 10.1371/journal.pone.0283352.

[25] Davydov, O.A. Analiz suschestvuyuschih algoritmov klasterizacii [Analysis of existing clustering algorithms] (Chast' 1) / O.A. Davydov // Vestnik Tihookeanskogo gosudarstvennogo universiteta. – 2020. – № 1 (56). – S. 27-36.

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¹«Scientific and Production Association Russian Basic Information Technologies» (NGO «RusBITech»), This email address is being protected from spambots. You need JavaScript enabled to view it.

Ключевые слова — Management, planning, preparation, synthesis, automated system, electronic means, system model, flight guidance group.

[1] Rybakov, A.A. Sravnenie algoritmov mashinnogo obucheniya dlya predskazaniya vremeni raboty pol'zovatel'skih zadaniy v ramkah optimizacii ispol'zovaniya resursov superkomp'yuternogo klastera MSC RAN [Comparison of machine learning algorithms for predicting the operating time of user tasks as part of optimizing the use of resources of the supercomputer cluster of the MSC RAS] / A.A. Rybakov, S.S. Shumilin // Trudy NIISI RAN. – 2020. – T. 10, № 2. – S. 4-13.

[2] Gutgarc, R.D. O formalizacii funkcional'nyh trebovaniy v proektah po sozdaniyu informacionnyh sistem [On the formalization of functional requirements in projects to create information systems] / R.D. Gutgarc, E.I. Provilkov // Programmnye produkty i sistemy. – 2019. – № 3. – S. 349-357. – DOI: 10.15827/0236- 235X.127.349-357.

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[18] Svidetel'stvo o gosudarstvennoy registracii programmy dlya EVM RU 2022667795. Programmnyy kompleks realizacii i ocenki effektivnosti metoda i algoritmov obrabotki informacii pri obnaruzhenii i opredelenii koordinat vozdushnyh ob'ektov sredstvami passivnoy lokacii na osnove pereotrazhennoy energii. Upravlenie i obrabotka informacii. Navigaciya. «Realizaciya i effektivnost'» [Software package for implementing and evaluating the effectiveness of information processing methods and algorithms for detecting and determining the coordinates of air objects by means of passive location based on reflected energy. Information management and processing. Navigation. “Implementation and efficiency”] : 2022667149 : zayavl. 20.09.2022 ; opubl. 26.09.2022 / A.N. Potapov [i dr.] ; zayavitel' i patentoobladatel' A.N. Potapov.

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¹Escort Group LLC, Moscow, This email address is being protected from spambots. You need JavaScript enabled to view it.

²Voronezh State Technical University (VSTU), This email address is being protected from spambots. You need JavaScript enabled to view it., This email address is being protected from spambots. You need JavaScript enabled to view it.

Ключевые слова — Mathematical modeling, probability of effective operation of warning systems and management of evacuation of people in case of fire SOUE, minimizing the amount of individual fire risk, reliability and significance of the fire protection system, compliance coefficient of SOUE.

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¹Voronezh State Technical University, This email address is being protected from spambots. You need JavaScript enabled to view it., This email address is being protected from spambots. You need JavaScript enabled to view it.

Ключевые слова — Mathematical modeling, processes in beams, alternating effects, dispersed reinforcement, combined reinforcement, fibro-reinforced concrete, experimental study.

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[31] Formation of the predicted training parameters in the form of a discrete information stream / T.E. Smolentseva, V.I. Sumin, V.K. Zolnikov, V.V. Lavlinsky // Journal of Physics: Conference Series. – 2018. – T. 973. – S. 012045. – DOI: 10.1088/1742-6596/973/1/012045.

[32] Condition monitoring of multi-apartment buildings / S. Sazonova, S. Nikolenko, E. Chernikov [et al.] // AIP Conference Proceedings. – 2022. – V. 2647. – S. 030018. – DOI: 10.1063/5.0104699.

[33] Inspection of project documentation during the construction of an apartment building / S. Sazonova, S. Nikolenko, A. Meshcheryakova [et al.] // AIP Conference Proceedings. – 2022. – V. 2647. – S. 030019. – DOI: 10.1063/5.0104700.

¹Voronezh State University of Forestry and Technologies named after G.F. Morozov, This email address is being protected from spambots. You need JavaScript enabled to view it.

Ключевые слова — PMET-PSO, PPSO-GA, base station, wireless communication, design, station layout.

[1] Chzhan, C. Issledovanie processa vybora mesta dlya raspolozheniya bazovoy stancii mobil'noy svyazi 5G [A study of the process of choosing a location for a 5G mobile communication base station] / C. Chzhan, T. P. Novikova, N. V. Panina // Aspekty modelirovaniya sistem i processov : materialy Vserossiyskoy nauchno-prakticheskoy konferencii. – Voronezh, 2022. – S. 480-485. – DOI 10.58168/AMSP2022_480-485.

[2] Razrabotka modeli optimizacii vybora ploschadki bazovoy stancii na osnove algoritma PMET-PSO [Development of a model for optimizing the selection of a base station site based on the PMET-PSO algorithm] / T.P. Novikova, N.V. Panina, E.A. Anikeev, Ch. Czyan'cun // Modelirovanie sistem i processov. – 2022. – T. 15, № 4. – S. 61-69. – DOI 10.12737/2219-0767-2022-15-4-61-69.

[3] Al-Shareefi, N.A. A novel optimal small cells deployment for next-generation cellular networks / N.A. Al-Shareefi, A.A. Sakran // International Journal of Electrical and Computer Engineering. – 2021. – Vol. 11, no. 6. – Pp. 5259-5265. – DOI: 10.11591/ijece.v11i6.pp5259-5265.

[4] Wang, C.-H. A Coverage-based location approach and performance evaluation for the deployment of 5G base stations / C. -H. Wang, C. -J. Lee, X. Wu // IEEE Access. – 2020. - Vol. 8. - Pp. 123320-123333. - DOI: 10.1109/ACCESS.2020.3006733.

[5] Haustov, I. A. Primenenie evristicheskih algoritmov v geoinformacionnyh sistemah raspredeleniya bazovyh stanciy svyazi v usloviyah mestnosti s plotnoy zastroykoy [Application of heuristic algorithms in geoinformation systems for the distribution of base communication stations in densely populated areas] / I. A. Haustov, S. S. Rylev, R. A. Romanov // Perspektivnoe razvitie nauki, tehniki i tehnologiy : Sbornik nauchnyh statey 8-y Mezhdunarodnoy nauchno-prakticheskoy konferencii. – Kursk, 2018. – S. 218-220.

[6] Bogdanec, E.S. Analiz tochnosti pozicionirovaniya bazovyh stanciy v zavisimosti ot plotnosti ih raspolozheniya [Analysis of the positioning accuracy of base stations depending on the density of their location] / E.S. Bogdanec, V.A. Chistogova // Master's Journal. – 2018. – № 2. – S. 36-42.

[7] Cheremuhin, D.A. Proektirovanie bazovoy stancii v zadannom rayone s uchetom suschestvuyuschey elektromagnitnoy obstanovki [Designing a base station in a given area, taking into account the existing electromagnetic environment] : chast' 2 / D.A. Cheremuhin // Obschestvo. – 2020. – № 4(19). – S. 28-36.

[8] Learning-based small cell base station selection scheme involving location privacy in service migration / P. Liu, S. Xie, Z. Shen [et al.] // Journal of Reliable Intelligent Environments. – 2022. – Vol. 9. – Pp. 433-445. – DOI: 10.1007/s40860-022-00187-0.

[9] Tokarev, I. I. Algoritm resheniya optimizacionnoy zadachi vybora bazovyh stanciy dlya sistem podvizhnoy svyazi [Algorithm for solving the optimization problem of choosing base stations for mobile communication systems] / I. I. Tokarev, S. A. Oleynikova // Intellektual'nye informacionnye sistemy : Trudy Mezhdunarodnoy nauchno-prakticheskoy konferencii. – Voronezh, 2019. – S. 81-83.

[10] Filippov, I. F. Analiz trebovaniy k bazovym i abonentskim stanciyam 5G [Analysis of requirements for 5G base and subscriber stations] / I. F. Filippov // SVCh-tehnika i telekommunikacionnye tehnologii. – 2020. – № 1-2. – S. 102-103.

[11] Tun, Yu. Razrabotka algoritma povysheniya effektivnosti protokola marshrutizacii s-LEACH [Development of an algorithm for improving the efficiency of the c-LEACH routing protocol] / Yu. Tun, T. P. Novikova, S. A. Evdokimova // Modelirovanie sistem i processov. – 2022. – T. 15, № 2. – S. 93-99. – DOI 10.12737/2219-0767-2022-15-2-93-99.

[12] Belyaeva, T. P. Optimal'noe planirovanie kompleksnyh proektov sozdaniya elektronnoy komponentnoy bazy [Optimal planning of complex projects for the creation of an electronic component base] / T. P. Belyaeva, A. P. Zatvornickiy // Informacionnye sistemy i tehnologii. – 2011. – № 3(65). – S. 5-10.

[13] Belyaeva, T.P. Sistema upravleniya formirovaniem i realizaciey proektov dizayn centra mikroelektroniki [Management system for the formation and implementation of microelectronics design center projects] : special'nost' 05.13.10 «Upravlenie v social'nyh i ekonomicheskih sistemah» : dis. … kand. tehn. nauk : zaschischena 02.11.2012 / Belyaeva Tat'yana Petrovna. – Voronezh, 2012. – 147 s.

[14] Mukase, S. Optimal base station location for network lifetime maximization in wireless sensor network / S. Mukase, K. Xia, A. Umar // Electronics. – 2021. – Vol. 10(22). – S. 2760. – DOI: 10.3390/electronics10222760.

[15] Pavlov, D.S. Opyt realizacii Gradient Domain Metropolis Light Transport [The experience of implementing the Gradient Domain Metropolis Light Transport] / D.S. Pavlov, V.A. Frolov // Novye informacionnye tehnologii v avtomatizirovannyh sistemah. – 2018. – № 21. – S. 111-119.

[16] Zhulyabin, D. Yu. Vozmozhnosti vybora mestopolozheniya bazovoy stancii pri proektirovanii besprovodnyh sistem svyazi [Possibilities of choosing the location of the base station in the design of wireless communication systems] / D. Yu. Zhulyabin // Perspektivy razvitiya tehnologiy obrabotki i oborudovaniya v mashinostroenii : Sbornik nauchnyh statey 3-y Vserossiyskoy nauchno-tehnicheskoy konferencii s mezhdunarodnym uchastiem. – Kursk, 2018. – S. 106-109.

[17] Novikova, T.P. Production of complex knowledgebased systems: optimal distribution of labor resources management in the globalization context / T. P. Novikova, A. I. Novikov // Globalization and its socio-economic consequences : Proceedings, Rajecke Teplice, Slovak Republic: University of Zilina, 2018. – P. 2275-2281.

[18] Novikova, T.P. K voprosu vybora metodov prinyatiya upravlencheskih resheniy v social'no-ekonomicheskih sistemah [On the issue of choosing methods of managerial decision-making in socio-economic systems] / T. P. Novikova // Al'ternativnye istochniki energii v transportno-tehnologicheskom komplekse: problemy i perspektivy racional'nogo ispol'zovaniya. – 2015. – T. 2. – № 1(2). – S. 286-289.

[19] Signal power optimization technique in optical wireless link: a comparative study with GA and PSO / T.S. Delwar, A. Siddique, P.K. Pradhan [et al.] // Optical and Quantum Electronics. – 2021. – Vol. 53. – S. 483. – DOI: 10.1007/s11082-021-03085-6.

[20] Evdokimova, S.A. Segmentation of store customers to increase sales using ABC-XYZ-analysis and clustering methods / S.A. Evdokimova // Journal of Physics: Conference Series. – 2021. – S. 012117. – DOI: 10.1088/1742-6596/2032/1/012117.

[21] Novikova, T.P. Razrabotka i issledovanie bazovoy modeli PERT dlya planirovaniya rabot po proektu [Development and research of the basic PERT model for project planning] / T. P. Novikova, S. A. Evdokimova, A. I. Novikov // Modelirovanie sistem i processov. – 2021. – T. 14, № 4. – S. 75-81. – DOI 10.12737/2219-0767-2021-14-4-75-81.

[22] Belyaeva, T.P. Upravlenie predpriyatiyami mikroelektroniki: sostoyanie i zadachi razvitiya [Management of microelectronics enterprises: the state and tasks of development] / T.P. Belyaeva, D.I. Stanchev // Informacionnye tehnologii modelirovaniya i upravleniya. – 2011. – № 3(68). – S. 333-340.

[23] Novikova, T.P. Management specificity of the labour resources for example design-center projects / T.P. Novikova, A.I. Novikov // Ekonomicko-Manažérske Spektrum. – 2018. – Vol. 12, No. 2. – P. 37-45.

¹Voronezh State University of Forestry and Technologies named after G.F. Morozov

²SC «Russian Electronics»

³JSC «Research Institute of Space Instrumentation»

Ключевые слова — Integration, Caliber, Cadence Virtuoso, verification, Mentor Graphics Caliber CAD graphical interface, artificial intelligence.

[1] Harakterizaciya i modelirovanie signalov v SAPR [Characterization and modeling of signals in CAD] / V.A. Sklyar, V.K. Zol'nikov, A.I. Yan'kov [i dr.] // Modelirovanie sistem i processov. – 2018. – T. 11, № 1. – S. 62-67.

[2] Analiz problem modelirovaniya elementov KMOP BIS [Analysis of the problems of modeling CMOS bis elements] / V.K. Zol'nikov, S.A. Evdokimova, A.V. Fomichev [i dr.] // Modelirovanie sistem i processov. – 2018. – T. 11, № 4. – S. 20-25.

[3] Zol'nikov, V.K. Obzor programm dlya SAPR submikronnyh SBIS i uchet elektrofizicheskih effektov gluboko submikronnogo urovnya [Review of programs for CAD of submicron VLSI and consideration of electrophysical effects of deep submicron level] / V.K. Zol'nikov, A.L. Savchenko, A.Yu. Kulay // Modelirovanie sistem i processov. – 2019. – T. 12, № 1. – S. 40-47.

[4] Metody shemotehnicheskogo modelirovaniya KMOP SBIS s uchetom radiacii [Methods of schematic modeling of CMOS VLSI taking into account radiation] / K.V. Zol'nikov [i dr.] // Voprosy atomnoy nauki i tehniki. Seriya: Fizika radiacionnogo vozdeystviya na radioelektronnuyu apparaturu. – 2014. – № 2. – S. 5-9.

[5] Sravnenie instrumentov vysokourovnevogo sinteza i konstruirovaniya cifrovoy apparatury [Comparison of tools for high–level synthesis and design of digital equipment] / A.S. Kamkin, M.M. Chupilko, M.S. Lebedev [i dr.] // Trudy Instituta sistemnogo programmirovaniya RAN. – 2022. – T. 34(5). – S. 7-22. – DOI: 10.15514/ISPRAS-2022-34(5)-1.

[6] The performance and energy efficiency potential of FPGAs in scientific computing / T. Nguyen [et al.] // 2020 IEEE/ACM Performance Modeling, Benchmarking and Simulation of High Performance Computer Systems (PMBS). – IEEE, 2020. – S. 8-19.

[7] Vtr 8: High-performance cad and customizable FPGA architecture modelling / K.E. Murray [et al.] // ACM Transactions on Reconfigurable Technology and Systems (TRETS). – 2020. – T. 13. – №. 2. – S. 1-55.

[8] HiFlipVX: an Open Source High-Level Synthesis FPGA Library for Image Processing / L. Kalms, A. Podlubne, D. Göhringer // Lecture Notes in Computer Science. – 2019. - Vol. 11444. - Pp. 149-164.

[9] Design and research of the behavioral model for the modular reduction device / Y.Zh. Aitkhozhayeva [et al.] // Eurasian Physical Technical Journal. – 2020. – Vol. 17, № 1. – Pp. 151-156. – DOI: 10.31489/2020No1/151-156.

[10] Development and modeling of schematic diagram for the modular reduction device / S.T. Tynymbayev, Y.Zh. Aitkhozhayeva, S. Adilbekkyzy [et al.] // Problems of Informatics. – 2019. - No. 4. - Pp. 42-52.

[11] Cryptographic information security / S.O. Kramarov [et al.]. – Moscow: RIOR Publishing Center, 2018. – 322 p.

[12] GOST 23501.108-85. Sistemy avtomatizirovannogo proektirovaniya. Klassifikaciya i oboznachenie [Computer-aided design systems. Classification and designations]. – M., 1986. – 16 s.

[13] Ushakov, P.A. Issledovanie radiacionnoy stoykosti mikroshem serii ADG4XX k vozdeystviyu ioniziruyuschego izlucheniya po effektam pogloschennoy dozy [Investigation of the radiation resistance of adg4xx series microcircuits to the effects of ionizing radiation by the effects of absorbed dose] / P.A. Ushakov, K.O. Maksimov, A.A. Dedyuhin // Vestnik IzhGTU imeni M.T. Kalashnikova. – 2019. – T. 22, № 4. – S. 73-82. – DOI: 10.22213/2413-1172-2019-4-73-82.

[14] Dmitriev, D.V. Voprosy formirovaniya zondiruyuschego signala orbital'nogo radiovysotomera [Issues of formation of the probing signal of the orbital radio altimeter] / D.V. Dmitriev, V.S. Polishkarov // Raketno-kosmicheskoe priborostroenie i informacionnye sistemy. – 2022. – T. 9, № 1. – S. 67-72. – DOI: 10.30894/issn2409-0239.2022.9.1.67.72.

[15] Sistema upravleniya raspredeleniem rabot pri proektirovanii slozhnyh tehnicheskih sistem [Control system for the distribution of work in the design of complex technical systems] / T.P. Novikova, K.V. Zol'nikov, A.Yu. Kulay, I.I. Strukov // Informacionnye tehnologii v upravlenii i modelirovanii mehatronnyh sistem : sbornik materialov 1-y nauchno-prakticheskoy mezhdunarodnoy konferencii. – Tambov, 2017. - S. 199-204.

[16] Krotkova, N.A. Programmiruemye logicheskie integral'nye shemy (PLIS) [Programmable logic integrated circuits (FPGAs)] / N.A. Krotkova // Nauchnyy al'manah. – 2020. – №. 9-2. – S. 37-39.

[17] Mokrushina, S.A. Sravnenie otklika MOP-tranzistora na vozdeystvie rentgenovskogo i gamma-oblucheniya [Comparison of the response of a MOSFET to the effects of X-ray and gamma radiation] / S.A. Mokrushina, N.M. Romanov // Izvestiya vysshih uchebnyh zavedeniy Rossii. Radioelektronika. – 2020. – T. 23, № 1. – S. 30-40. – DOI: 10.32603/1993-8985-2020-23-1-30-40.

[18] Andreev, D.V. Metodika kontrolya izmeneniya zaryadovogo sostoyaniya MDP-struktur pri vozdeystvii sil'nyh elektricheskih poley [Methodology for monitoring changes in the charge state of the TIR structure under the influence of strong electric fields] / D.V. Andreev // Naukoemkie tehnologii. – 2020. – T. 21, № 6. – S. 28-34. – DOI: 10.18127//j19998465-202006-05.

[19] Vasantha swaminathan, S. Design and implementation of kogge stone adder using CMOS and GDI design: VLSI based / S. Vasantha swaminathan, J. Surendiran, B.P. Pradeep kumar // International Journal of Engineering and Advanced Technology (IJEAT). – 2019. – Vol. 8, Is. 6S3. – Pp. 2181-2182.

[20] Kremenskoy, P.V. Razrabotka i opisanie funkcional'noy elektricheskoy shemy apparata magnitoterapii s komp'yuternym interfeysom pol'zovatelya [Development and description of the functional electrical circuit of a magnetotherapy device with a computer user interface] / P.V. Kremenskoy, S.I. Zaitov, V.N. Radchenko // Vestnik molodezhnoy nauki Rossii. – 2020. – № 4. – S. 8.

[21] Dmitriev, V.G. Vliyanie sil'nyh elektromagnitnyh poley na ustoychivost' elementnoy bazy radioelektronnyh system [The influence of strong electromagnetic fields on the stability of the element base of radioelectronic systems] / V.G. Dmitriev, A.I. Kupriyanov, Yu.M. Perunov // Raketno-kosmicheskoe priborostroenie i informacionnye sistemy. – 2023. – T. 10, № 2. – S. 89-95. – DOI: 10.30894/issn2409-0239.2023.10.2.89.95.

[22] Issledovanie radiacionnoy stoykosti komponentov sistemy upravleniya perednego kalorimetra ustanovki PANDA [Study of the radiation resistance of components of the control system of the front calorimeter of the PANDA installation] / N.I. Belikov, S.I. Bukreeva, Yu.V. Milichenko [i dr.] // Pribory i tehnika eksperimenta. – 2018. – № 2. – S. 44-52. – DOI: 10.7868/S0032816218020131.

[23] Grabchikov, S.S. Materialy elektromagnitnoy i radiacionnoy zaschity dlya izdeliy elektroniki [Materials of electromagnetic and radiation protection for electronics products] / S.S. Grabchikov // Izvestiya Nacional'noy akademii nauk Belarusi. Seriya fiziko-tehnicheskih nauk. – 2018. – T. 63, № 1. – S. 7-14.

[24] Obespechenie elektromagnitnoy sovmestimosti mikroprocessornyh ustroystv [Ensuring electromagnetic compatibility of microprocessor devices] / M.G. Popov, A.A. Mel'nikov, P.N. Man'kov, A.A. Dautov // Vestnik Chuvashskogo universiteta. – 2022. – № 1. – S. 115-127. – DOI: 10.47026/1810-1909-2022-1-115-127.

¹Voronezh State Technical University», This email address is being protected from spambots. You need JavaScript enabled to view it., This email address is being protected from spambots. You need JavaScript enabled to view it., This email address is being protected from spambots. You need JavaScript enabled to view it.

Ключевые слова — Mathematical modeling, processes of formation of boundary conditions, thermal power hydraulic system, perturbed state of the system, flow distribution analysis, energy equivalence, variational principle.

[1] Scherbakov, V.I. Analiz, optimal'nyy sintez i renovaciya gorodskih sistem vodosnabzheniya i gazosnabzheniya [Analysis, optimal synthesis and renovation of urban water and gas supply systems] / V.I. Scherbakov, M.Ya. Panov, I.S. Kvasov. – Voronezh: Izd-vo VGU, 2001. – 292 s.

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[3] Kvasov, I.S. Modelirovanie potokoraspredeleniya pri rekonstrukcii inzhenernyh sistem [Modeling of flow distribution in the reconstruction of engineering systems] / I.S. Kvasov, M.Ya. Panov, V.G. Stogney // Izvestiya vysshih uchebnyh zavedeniy. Stroitel'stvo. - 1993. - № 7-8. - S. 81-84.

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[5] Panov, M.Ya. Variacionnyy podhod k resheniyu zadach potokoraspredeleniya v gorodskih truboprovodnyh sistemah [Variational approach to solving flow distribution problems in urban pipeline systems] / M.Ya. Panov, I.S. Kvasov, A.M. Kurganov // Izvestiya vysshih uchebnyh zavedeniy. Stroitel'stvo. - 1992. - №4. - S. 84-88.

[6] Panov, M.Ya. Modelirovanie potokoraspredeleniya v truboprovodnyh sistemah na osnove variacionnogo principa [Modeling of flow distribution in pipeline systems based on the variational principle] / M.Ya. Panov, I.S. Kvasov // Izvestiya AN Rossii. Energetika i transport. - 1992. - T. 38, № 6. - S. 111-115.

[7] How can the engineering parameters of the NIR grader affect the efficiency of seed grading? / T.P. Novikova [et al.] // Agriculture. – 2022. – T. 12, № 12. – S. 2125. – DOI: 10.3390/agriculture12122125.

[8] Evdokimova, S.A. Segmentation of store customers to increase sales using ABC-XYZ-analysis and clustering methods / S.A. Evdokimova // Journal of Physics: Conference Series. – 2021. – T. 2032. – C. 012117. –DOI: 10.1088/1742-6596/2032/1/012117.

[9] Sazonova, S.A. Control of load-bearing structures of technological overpasses / S.A. Sazonova, S.D. Nikolenko, A.A. Osipov // IOP Conference Series: Earth and Environmental Science. - 2022. - V. 988(5). - P. 052012. - DOI: 10.1063/5.0093524.

[10] Sazonova, S.A. Monitoring concrete road pavement damages / S.A. Sazonova, S.D. Nikolenko, N.V. Akamsina // IOP Conference Series: Earth and Environmental Science. - 2022. - V. 988(5). - P. 052054. - DOI: 10.1088/1755-1315/988/5/052054.

[11] Assessment of the load-bearing capacity of materials and structures using a finite element model / S.A. Sazonova, T.V. Zyazina, G.I. Smetankina [et al.] // Journal of Physics: Conference Series. – 2022. - V. 2388(1). - P. 012059. - DOI: 10.1088/1742-6596/2388/1/012059.

[12] Ecologically safe construction of monolithic concrete structures / S.D. Nikolenko, V.Y. Manohin, I.V. Mihnevich, M.V. Manohin // IOP Conference Series: Materials Science and Engineering. Construction and Architecture: Theory and Practice of Innovative Development" (CATPID-2020). - 2020. - P. 052068. - DOI: 10.1088/1757-899X/913/5/052068.

[13] Measures to improve the performance of concrete of rein-forced concrete supports of technological overpasses / S.D. Nikolenko, S.A. Sazonova, N.V. Akamsina [et al.] // IOP Conference Series: Earth and Environmental Science. V International Scientific Conference on Agribusiness, Environmental Engineering and Biotechnologies. - 2021. - P. 052036. - DOI: 10.1088/1755-1315/839/5/052036.

[14] Dust control of workplaces from bulk materials / S.A. Sazonova, S.D. Nikolenko, E. Vysotskaya [et al.] // AIP Conference Proceedings. Proceedings of the III International Conference on Advanced Technologies in Materials Science, Mechanical and Automation Engineering. - 2021. - P. 060028. - DOI: 10.1063/5.0072036.

[15] Control of the formation of defects in brickwork of buildings / S. Sazonova, S. Nikolenko, S. Dorokhin, D. Sysoev // AIP Conference Proceedings. - 2022. - V. 2467- P. 020023. - DOI: 10.1063/5.0093524.

[16] Weld defects and automation of methods for their detection / S.A. Sazonova, S.D. Nikolenko, A.A. Osipov [et al.] // IOP Conference Series. Krasnoyarsk Science and Technology City Hall. Krasnoyarsk, Russian Federation, 2021. - P. 22078. - DOI: 10.1088/1742-6596/1889/2/022078.

[17] Evaluation of the effect of fermentation conditions on the functional and technological characteristics of the semifinished meat product / Yu.A. Safonova, A.V. Skrypnikov, E.N. Kovaleva [et al.] // IOP Conference Series: Earth and Environmental Science. International Conference on Production and Processing of Agricultural Raw Materials (P2ARM 2021). - 2022. - P. 012049. - DOI: 10.1088/1755-1315/1052/1/012049.

[18] Example of integrating e-learning platforms with social network for create effective training courses / O.Y. Lavlinskaya, O.V. Kuripta, F.A. Desyatirikov [et al.] // Proceedings of the 2022 Conference of Russian Young Researchers in Electrical and Electronic Engineering, ElConRus 2022. - 2022. - Pp. 48-52. - DOI: 10.1109/ElConRus54750.2022.9755510.

[19] Development of an operational quality management application for the production process / Yu.A. Safonova, A.V. Lemeshkin, A.N. Pegina, S.S. Rylev // AIP Conference Proceedings. Krasnoyarsk Scientific Centre of the Siberian Branch of the Russian Academy of Sciences. Melville, New York, United States of America. - 2021. - P. 70031. -DOI: 10.1063/5.0071375.

[20] Study of the production process of extruded feed and evaluation of the quality of the resulting product using software methods / E.N. Kovaleva, Yu.A. Safonova, A.V. Lemeshkin [et al.] // IOP Conference Series: Earth and Environmental Science. International Conference on Production and Processing of Agricultural Raw Materials (P2ARM 2021). - 2022. - P. 012139. – DOI: 10.1088/1755-1315/1052/1/012139.

[21] Novikov, A.I. Grading of scots pine seeds by the seed coat color: how to optimize the engineering parameters of the mobile optoelectronic device / A.I. Novikov, V.K. Zolnikov, T.P. Novikova // Inventions. - 2021. - V. 6, № 1. - P. 7. – DOI: 10.3390/inventions6010007.

[22] Methods of assessing the effectiveness of reforestation based on the theory of fuzzy sets / A. Kuzminov, L. Sakharova, M. Stryukov, V.K. Zolnikov // IOP Conference Series: Earth and Environmental Science. "International Forestry Forum "Forest Ecosystems as Global Resource of the Biosphere: Calls, Threats, Solutions". - 2020. - P. 012007. - DOI: 10.1088/1755-1315/595/1/012007.

[23] Sakharova, L. Methodology for assessing the sustainability of agricultural production, taking into account its economic efficiency / L. Sakharova, M. Stryukov, V.K. Zolnikov // IOP Conference Series: Earth and Environmental Science. International scientific and practical conference "Forest ecosystems as global resource of the biosphere: calls, threats, solutions" (Forestry-2019). - 2019. - P. 012019. – DOI: 10.1088/1755-1315/392/1/012019.

[24] Belokurov, V.P. Modeling passenger transportation processes using vehicles of various forms of ownership / V.P. Belokurov, S.V. Belokurov, V.K. Zolnikov // Transportation Research Procedia. - 2018. - Pp. 44-49. - DOI: 10.1016/j.trpro.2018.12.041.

[25] Formation of the predicted training parameters in the form of a discrete information stream / T.E. Smolentseva, V.I. Sumin, V.K. Zolnikov, V.V. Lavlinsky // Journal of Physics: Conference Series. - 2018. - P. 012045. - DOI: 10.1088/1742-6596/973/1/012045.

[26] Methods of multi-criteria optimization in problems of simulation of trucking industry / S.V. Belokurov, V.P. Belokurov, V.K. Zolnikov, O.N. Cherkasov // Transportation Research Procedia. 12th International Conference "Organization and Traffic Safety Management in Large Cities", SPbOTSIC 2016. - 2017. - Pp. 47-52. - DOI: 10.1016/j.trpro.2017.01.010.

[27] Strength test of the industrial building's load-bearing structures / S.A. Sazonova, S.D. Nikolenko, T.V. Zyazina [et al.] // Journal of Physics: Conference Series. ICMSIT-III 2022: Metrological Support of Innovative Technologies, 2022. - P. 022016. - DOI: 10.1088/1742-6596/2373/2/022016.

[28] Behavior of dispersion-reinforced concrete under dynamic action / S.D. Nikolenko, S.A. Sazonova, V.F. Asminin [et al.] // Journal of Physics: Conference Series. ICMSIT-III 2022: Metrological Support of Innovative Technologies, 2022. - P. 022006. - DOI: 10.1088/1742-6596/2373/2/022006.

[29] Condition monitoring of multi-apartment buildings / S. Sazonova, S. Nikolenko, E. Chernikov [et al.] // AIP Conference Proceedings. – 2022. - V. 2647. - P. 030018. - DOI: 10.1063/5.0104699.

[30] Inspection of project documentation during the construction of an apartment building / S. Sazonova, S. Nikolenko, A. Meshcheryakova [et al.] // AIP Conference Proceedings. – 2022. - V. 2647. - P. 030019. - DOI: 10.1063/5.0104700.

[31] Chickpea seeds germination rational parameters optimization / Y.A. Safonova, M.N. Ivliev, A.V. Lemeshkin // Journal of Physics: Conference Series. "International Conference Information Technologies in Business and Industry 2018 - Microprocessor Systems and Telecommunications". - 2018. - P. 032118. - DOI: 10.1088/1742-6596/1015/3/032118.

[32] Assessment of the impact of composite mixtures on the quality of new meat products / Y.A. Safonova, E.E. Kurchaeva, A.V. Lemeshkin [et al.] // IOP Conference Series: Earth and Environmental Science. "International Conference on Production and Processing of Agricultural Raw Materials - Technology of Meat, Fish and Dairy Products". - 2021. - P. 032002. - DOI: 10.1088/1755-1315/640/3/032002.

[33] Software tools for assessing the environmental safety of city filling stations/ O.V. Kuripta, Yu.A. Vorobieva, K.V. Garmonov [et al.] // International scientific and practical conference "Ensuring sustainable development in the context of agriculture, green energy, ecology and earth science" 25 January 2021, Smolensk, Russian Federation. London, 2021. - P. 042051. - DOI: 10.1088/1755-1315/723/4/042051.

[34] Zolnikov, V. Verification methods for complex-functional blocks in CAD for chips deep submicron design standards / V. Zolnikov, K. Zolnikov, N. Ilina, K. Grabovy // E3S Web of Conferences. – 2023. – V. 376. - P. 01090.

[35] Environmental impact consideration in the measures to improve the builders of different specialties working conditions / S.A. Sazonova, V.K. Zolnikov, K.V. Zolnikov [et al.] // E3S Web of Conferences. – 2023. – T. 389. – P. 02007. – DOI: 10.1051/e3sconf/202338902007.

¹Russian State Agrarian University - Moscow Timiryazev Agricultural Academy, This email address is being protected from spambots. You need JavaScript enabled to view it.

Ключевые слова — Investment attractiveness of Russian regions, communication channel, email notification, simulation model, A/B testing, investment activity, investment projects.

[1] Hudyakova, E.V. Imitacionnoe modelirovanie processov i sistem v APK [Simulation modeling of processes and systems in the agro–industrial complex] : uchebnik / E.V. Hudyakova, A.A. Lipatov. – M. : IKC «Kolos-s», 2021. - 256 s.

[2] Regiony podvedut pod edinyy investicionnyy standart [Regions will be brought under the unified investment standard]. – URL: https://www.ng.ru/economics/2023-05-31/2_8737_invest.html(data obrascheniya: 01.06.2023).

[3] Chto takoe B2B, B2C, B2G, C2C [What is B2B, B2C, B2G, C2C]. – URL: https://myrouble.ru/chto-takoe-b2b-b2c-b2g-c2c/(data obrascheniya: 30.05.2023).

[4] CRM prinosit biznesu do 10% chistoy vyruchki: issledovanie [CRM brings business up to 10% of net revenue: research]. – URL: https://www.cossa.ru/news/281252/(data obrascheniya: 30.05.2023).

[5] Oshelomlyayuschaya PUSH statistika 2021 [Staggering PUSH statistics 2021]! – URL: https://osmicards.com/push2021/(data obrascheniya: 31.05.2023).

[6] Novye podhody k privlecheniyu investiciy v regiony v ramkah resheniya zadach prostranstvennogo razvitiya [New approaches to attracting investments to the regions within the framework of solving spatial development problems]. – URL: http://council.gov.ru/activity/activities/parliamentary/139239/(data obrascheniya: 28.05.2023).

[7] Agentnoe modelirovanie [Agent-based modeling]. – URL: https://anylogic.help/ru/anylogic/agentbased/agent-based-modeling.html(data obrascheniya: 27.05.2023).

[8] Investicionnaya privlekatel'nost' regionov: gosudarstvo podderzhalo status-kvo [Investment attractiveness of the regions: the state has supported the status quo]. – URL: https://raexpert.ru/researches/regions/regions_invest_2022/(data obrascheniya: 25.05.2023).

[9] V kakie regiony gosudarstvo i biznes vlozhili bol'she vsego deneg v 2022 godu [In which regions the state and business invested the most money in 2022]. – URL: https://journal.tinkoff.ru/news/reg-investments-2022/(data obrascheniya: 01.06.2023).

[10] Investicionnaya privlekatel'nost' regionov Rossii [Investment attractiveness of Russian regions]. – URL: https://investprojects.info/regions(data obrascheniya: 01.06.2023).

[11] Regional'nyy investicionnyy standart [Regional Investment Standard]. – URL: https://asi.ru/government_officials/rating/investment/(data obrascheniya: 01.06.2023).

[12] Aleev, B.R. Povyshenie investicionnoy privlekatel'nosti regionov Rossii [Increasing the investment attractiveness of Russian regions] / B.R. Aleev // Evraziyskiy Soyuz Uchenyh (ESU). – 2018. – №4 (49). – S. 10-12.

[13] Latyshev, V.A. Ocenka investicionnoy privlekatel'nosti nefetepererabatyvayuschih regionov Rossii [Assessment of the investment attractiveness of oil refining regions of Russia] / V.A. Latyshev // Ekonomika i biznes: teoriya i praktika. – 2020. – № 5-3 (63). – S. 66-70.

[14] Keba, V.R. Issledovanie modeley investicionnoy privlekatel'nosti regionov Rossii [Research of models of investment attractiveness of Russian regions] / V.R. Keba // Nauchnye zapiski molodyh issledovateley. – 2022. – T. 10, № 5. – S. 15-22.

[15] Scherbakova, D.V. Faktory investicionnoy privlekatel'nosti regionov Rossii [Factors of investment attractiveness of Russian regions] / D.V. Scherbakova, A.A. Medved' // Upravlencheskoe konsul'tirovanie. – 2018. – № 11(119). – S. 119-131.

[16] Nurgalieva, Yu.K. Investicionnaya privlekatel'nost' regionov Rossii [Investment attractiveness of Russian regions] / Yu.K. Nurgalieva, A.E. Cygancova, O.V. Selina // Aktual'nye voprosy sovremennoy ekonomiki. – 2018. – № 4. – S. 242-246.

[17] Bekk, E.A. Investicionnaya privlekatel'nost' regionov Rossii v informacionnom prostranstve [Investment attractiveness of Russian regions in the information space] / E.A. Bekk, I.E. Agarkov, A.A. Gordeeva // Ekonomika i socium. – 2019. – № 6 (61). – S. 186-189.

[18] Marchesani, F. Crowdfunding as entrepreneurial investment: the role of local knowledge spillover / F. Marchesani, F. Masciarelli // Exploring Innovation in a Digital World. Lecture Notes in Information Systems and Organisation. – 2021. – Vol. 51. – Pp. 92-108.

[19] Government investments and entrepreneurship / J.R. Faria, L. Ogura, M. Prado [et al.] // Small Business Economics. - 2023. – DOI: 10.1007/s11187-023-00743-9.

[20] Global entrepreneurship monitor 2019/2020 global report / N.Bosma [et al.] // Global Entrepreneurship Research. -Association, London Business School, 2020. – 130 p.

[21] Boudreaux, C. Capital is not enough: opportunity entrepreneurship and formal institutions / C. Boudreaux, B. Nikolaev // Small Business Economics. – 2019. – Vol. 53. – Pp. 709-738.

[22] Boudreaux, C. Socio-cognitive traits and entrepreneurship: The moderating role of economic institutions / C. Boudreaux, B.N. Nikolaev, P. Klein // Journal of Business Venturing. – 2019. – Vol. 34. –Pp. 178-196.

[23] Mazzucato, M. Mission-oriented innovation policies: challenges and opportunities / M. Mazzucato // Industrial and Corporate Change. – 2018. – Vol. 27. – Pp. 803-815.

[24] Yumanova, I.O. Novye napravleniya povysheniya investicionnoy privlekatel'nosti regionov Rossii [New directions for increasing the investment attractiveness of Russian regions] / I.O. Yumanova // Sovremennye tendencii razvitiya menedzhmenta i gosudarstvennogo upravleniya : sbornik materialov mezhregional'noy zaochnoy nauchno-prakticheskoy konferencii. – M., 2019. – S. 190-193.

[25] Mihno, I.A. Analiz investicionnoy privlekatel'nosti regionov Rossii v sovremennyh usloviyah [Analysis of the investment attractiveness of Russian regions in modern conditions] / I.A. Mihno, M.A. Tkachenko // Ekonomika, finansy, proektnoe upravlenie i social'naya sistema Rossii: podhody i perspektivy v usloviyah ustoychivogo cifrovogo razvitiya : sbornik materialov regional'noy nauchno-prakticheskoy konferencii studentov i molodyh uchenyh. – Krasnodar, 2022. – S. 218-225.

[26] Il'yasov, B.G. Neyrosetevoy analiz dannyh ob investicionnoy privlekatel'nosti predpriyatiy regionov Rossii s ispol'zovaniem kart Kohonena [Neural network analysis of data on the investment attractiveness of enterprises in Russian regions using Kohonen maps] / B.G. Il'yasov, E.A. Makarova, N.V. Hasanova // Upravlenie ekonomikoy: metody, modeli, tehnologii : sbornik materialov XH Mezhdunarodnoy nauchnoy konferencii. – Ufa, 2020. – S. 280-283.

[27] Litvinceva, G.P. Vzaimosvyaz' urovnya cifrovizacii zhizni naseleniya i investicionnoy privlekatel'nosti regionov Rossii [Interrelation of the level of digitalization of the life of the population and the investment attractiveness of the regions of Russia] / G.P. Litvinceva, I.N. Karelin // Aktual'nye voprosy arhitektury i stroitel'stva : sbornik materialov HIII Mezhdunarodnoy nauchno-tehnicheskoy konferencii. – Novosibirsk, 2020. – S. 332-336.

¹Voronezh Institute of the Russian Federal Penitentiary Service, This email address is being protected from spambots. You need JavaScript enabled to view it.

²Voronezh State University of Forestry and Technologies named after G. F. Morozov, This email address is being protected from spambots. You need JavaScript enabled to view it.

Ключевые слова — Complex organizational systems of power structures; objective and subjective parameters; situational modeling; operations research; systematic approach; set-theoretic approach; zero-unit matrix, multi-criteria assessment of alternatives.

[1] Buldaev, A.A. Model' sistemy podderzhki prinyatiya resheniy v uchebnom processe universiteta, osnovannoy na analitike obucheniya [A model of a decision support system in the educational process of a university based on learning analytics] / A.A. Buldaev, L.V. Nayhanova, I.S. Evdokimova // Programmnye sistemy i vychislitel'nye metody. – 2020. – № 4. – S. 42-52. – DOI: 10.7256/2454-0714.2020.4.34286.

[2] Application of the information systems in decision-making at the different levels of an enterprise management / V.I. Sumin, D.G. Zybin, R.B. Golovkin [et al.] // Journal of Physics: Conference Series. – 2021. – Vol. 1902. – S. 012090. – DOI: 10.1088/1742-6596/1902/1/012090.

[3] Levina, S.Sh. Upravlencheskie resheniya : konspekt lekciy dlya napravleniy podgotovki 38.03.02 "Menedzhment" i 38.03.03 "Upravlenie personalom" [Managerial decisions : lecture notes for training areas 38.03.02 "Management" and 38.03.03 "Personnel management"] / S.Sh. Levina, M.V. Chernikovskaya. – Penza : Penzenskiy gosudarstvennyy universitet arhitektury i stroitel'stva, 2022. – 124 s.

[4] Yukaeva, V.S. Prinyatie upravlencheskih resheniy [Managerial decision–making] : uchebnik / V.S. Yukaeva, E.V. Zubareva, V.V. Chuvikova. – M. : Dashkov i K, 2016. – 324 s.

[5] Kuznecova, L.D. Ispol'zovanie situacionnogo modelirovaniya dlya prinyatiya upravlencheskih resheniy [The use of situational modeling for managerial decision-making] / L.D. Kuznecova, D.A. Tananyhin, P.K. Hovanov // Informacionnye tehnologii v stroitel'nyh, social'nyh i ekonomicheskih sistemah. – 2021. – № 1(23). – S. 14-18.

[6] Prostranstvo celey v upravlenii obuchaemym v processe obucheniya sotrudnikov FSIN Rossii [The space of goals in student management in the process of training employees of the Federal Penitentiary Service of Russia] / A.S. Kravchenko, A.I. Sumin, S.L. Saharov, P.S. Bochkin // Vestnik Voronezhskogo instituta FSIN Rossii. – 2013. – № 2. – S. 71-73.

[7] Sumin, V.I. Analiz processa optimizacii formirovaniya ierarhicheskih mnogourovnevyh slozhnyh organizacionnyh sistem [Analysis of the optimization process of the formation of hierarchical multilevel complex organizational systems] / V.I. Sumin, T.E. Smolenceva // Vestnik Voronezhskogo instituta FSIN Rossii. – 2020. – № 2. – S. 139-144.

[8] Research of the process of functioning of hierarchical multi-level complex organizational systems / V.l. Sumin, D.G. Zybin, R.B. Golovkin [et al.] // Journal of Physics: Conference Series. – 2021. – Vol. 1902. – S. 012089. – DOI: 10.1088/1742-6596/1902/1/012089.

[9] Optimization of the task of forming a management system of hierarchical multilevel complex organizational systems / A.S. Zuev, T.E. Smolentseva, R.A. Isaev // Journal of Physics: Conference Series. – 2021. – Vol. 2094. – S. 032034. – DOI: 10.1088/1742-6596/2094/3/032034.

[10] Information model of trainee characteristics with definition of stochastic behavior of dynamic system / V.I. Sumin, T.E. Smolentseva, S.V. Belokurov, O.V. Lankin // Journal of Physics: Conference Series. – 2018. – Vol. 973. – S. 012047. – DOI: 10.1088/1742-6596/973/1/012047.

[11] Yusupova, N.I. Ierarhicheskie situacionnye modeli dlya SPPR v slozhnyh sistemah [Hierarchical situational models for DSS in complex systems] / N.I. Yusupova, O.N. Smetanina, K.R. Enikeeva // Sovremennye problemy nauki i obrazovaniya. – 2013. – № 4. – S. 63.

[12] Razrabotka matematicheskoy modeli optimizacii processa obucheniya kursantov silovyh struktur v vysshih uchebnyh zavedeniyah kak slozhnoy sistemy [Development of a mathematical model for optimizing the training process of cadets of law enforcement agencies in higher educational institutions as a complex system] / V.I. Sumin, A.S. Dubrovin, S.V. Rodin, V.K. Zol'nikov // Modelirovanie sistem i processov. – 2023. – T. 16, № 3. – S. 70-78. – DOI: 10.12737/2219-0767-2023-16-3-70-78.

[13] Matematicheskie modeli proverki kachestva obucheniya na etape dovuzovskoy podgotovki [Mathematical models for checking the quality of education at the stage of pre-university training] / Yu.V. Korypaeva, N.E. Krasova, L.D. Kuznecova, S.V. Ryabov // Vestnik Voronezhskogo instituta FSIN Rossii. – 2019. – № 4. – S. 91-98.

[14] Sumin, V.I. Razrabotka modeley i algoritmov informacionnyh struktur i processov ob'ektov osoboy vazhnosti [Development of models and algorithms of information structures and processes of objects of special importance] / V.I. Sumin, D.Yu. Churakov, E.G. Car'kova // Promyshlennye ASU i kontrollery. – 2019. – № 4. – S. 30-39.

[15] Informacionno-algoritmicheskoe obespechenie effektivnyh sistem upravleniya [Information and algorithmic support of effective control systems] / Yu.S. Tverskoy, I.A. Kolesov, A.V. Golubev [i dr.] // Vestnik Ivanovskogo gosudarstvennogo energeticheskogo universiteta. – 2022. – № 3. – S. 45-56. – DOI: 10.17588/2072-2672.2022.3.045-056.

[16] Informacionno-algoritmicheskoe obespechenie effektivnyh sistem upravleniya [Information and algorithmic support of effective control systems] / Yu.S. Tverskoy, I.A. Kolesov, A.V. Golubev [i dr.] // Vestnik Ivanovskogo gosudarstvennogo energeticheskogo universiteta. – 2022. – № 3. – S. 45-56. – DOI: 10.17588/2072-2672.2022.3.045-056.

[17] Osnovy upravleniya v pravoohranitel'nyh organah [Fundamentals of management in law enforcement agencies] : uchebnoe posobie / V.P. Balan, A.V. Dushkin, V.I. Novosel'cev, V.I. Sumin. – Voronezh : Nauchnaya kniga, 2022. – 100 s.

[18] Saati, T. Prinyatie resheniy. Metod analiza ierarhiy [Decision-making. The method of hierarchy analysis] / T. Saati ; per. s angl. R.G. Vachnadze. – M. : Radio i svyaz', 1993. – 278 s.

[19] Semenihina, N.B. Metod analiza ierarhiy kak sistemnyy podhod k probleme prinyatiya resheniy [Method of hierarchy analysis as a systematic approach to the problem of decision-making] / N.B. Semenihina // Diskussiya. – 2023. – № 2(117). – S. 38-48. – DOI: 10.46320/2077-7639-2023-2-117-38-48.

[20] Analysis of methods of processing of expert information by optimization of administrative decisions / D.Y. Churakov, E.G. Tsarkova, E.V. Grechishnikov, N.D. Marchenko // Journal of Physics: Conference Series. – 2018. – Vol. 973. – S. 012030. – DOI: 10.1088/1742-6596/973/1/012030.

¹Voronezh Institute of the Russian Federal Penitentiary Service, This email address is being protected from spambots. You need JavaScript enabled to view it.

²Voronezh Institute of the Ministry of Internal Affairs of Russia, This email address is being protected from spambots. You need JavaScript enabled to view it.

³Voronezh State University of Forestry and Technologies named after G. F. Morozov, This email address is being protected from spambots. You need JavaScript enabled to view it.

Ключевые слова — Complex organizational systems, management decision-making, operations research method, Markov random process theory, Poisson flow, exponential distribution law, Kolmogorov equations, game theory.

[1] Sumin, V.I. Struktura kachestva obucheniya v uchebnyh zavedeniyah [The structure of the quality of education in educational institutions] / V.I. Sumin, A.I. Sumin, L.D. Kuznecova // Problemy informacionnogo obespecheniya deyatel'nosti pravoohranitel'nyh organov : Materialy 3-y Mezhdunarodnoy nauchno-prakticheskoy konferencii, Belgorod, 14 oktyabrya 2016 goda. – Belgorod, 2017. – S. 193-195.

[2] Razrabotka matematicheskoy modeli optimizacii processa obucheniya kursantov silovyh struktur v vysshih uchebnyh zavedeniyah kak slozhnoy sistemy [Development of a mathematical model for optimizing the process of training cadets of law enforcement agencies in higher educational institutions as a complex system] / V.I. Sumin, A.S. Dubrovin, S.V. Rodin, V.K. Zol'nikov // Modelirovanie sistem i processov. – 2023. – T. 16, № 3. – S. 70-78. – DOI: 10.12737/2219-0767-2023-16-3-70-78.

[3] Osnovy upravleniya v pravoohranitel'nyh organah : uchebnoe posobie [Fundamentals of management in law enforcement agencies] / V.P. Balan, A.V. Dushkin, V.I. Novosel'cev, V.I. Sumin. - Voronezh : Nauchnaya kniga, 2022. – 100 s.

[4] Information model of trainee characteristics with definition of stochastic behavior of dynamic system / V.I. Sumin, T.E. Smolentseva, S.V. Belokurov, O.V. Lankin // Journal of Physics: Conference Series. – 2018. – Vol. 973. – S. 012047. – DOI: 10.1088/1742-6596/973/1/012047.

[5] Smolentseva, T.E. Description of the process of information flows formalization in the quality management system of education / T.E. Smolentseva, E.G. Berger, I.S. Gantz // III International Workshop on Modeling, Information Processing and Computing (MIP: Computing-2021). – 2021. – Vol. 2899. – Pp. 48-53. – DOI: 10.47813/dnit-mip3/2021-2899-48-53.

[6] Matematicheskoe modelirovanie v zadache o vybore optimal'nogo mesta sluzhby dlya voennosluzhaschego [Mathematical modeling in the problem of choosing the optimal place of service for a serviceman] / Yu.V. Korypaeva, L.D. Kuznecova, V.I. Sumin, D.B. Desyatov // Vestnik Voronezhskogo instituta FSIN Rossii. – 2022. – № 4. – S. 107-112.

[7] Sumin, V.I. Optimizaciya funkcionirovaniya informacionnyh sistem special'nogo naznacheniya [Optimization of the functioning of special purpose information systems] / V.I. Sumin, Yu.Yu. Gromov, V.M. Tyutyunnik // Nauchno-tehnicheskaya informaciya. Seriya 2: Informacionnye processy i sistemy. – 2023. – № 5. – S. 1-6. – DOI: 10.36535/0548-0027-2023-05-1.

[8] Svidetel'stvo o gosudarstvennoy registracii programmy dlya EVM № 2023617279 Rossiyskaya Federaciya. "Ekspertnaya sistema "OUFSIS" ["Expert system "OUFSIS"] : № 2023615542 : zayavl. 23.03.2023 : opubl. 07.04.2023 / M.A. Lukin, V. I. Sumin, V. A. Mel'nik, E. D. Grachev.

[9] Rylin, V.V. Modelirovanie processa obucheniya specialistov voysk radiacionnoy, himicheskoy i biologicheskoy zaschity na osnove teorii markovskih processov [Modeling of the process of training specialists in radiation, chemical and biological protection troops based on the theory of Markov processes] / V.V. Rylin // Vestnik voennogo obrazovaniya. – 2022. – № 1(34). – S. 67-72.

[10] Sumin, V.I. Analiz processa optimizacii formirovaniya ierarhicheskih mnogourovnevyh slozhnyh organizacionnyh sistem [Analysis of the optimization process of the formation of hierarchical multilevel complex organizational systems] / V.I. Sumin, T.E. Smolenceva // Vestnik Voronezhskogo instituta FSIN Rossii. – 2020. – № 2. – S. 139-144.

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