The 110th anniversary of queueing theory: its applications in the military

Nebojša V. Nikolić

doi:10.5937/vojtehg67-22460

Nebojša V. Nikolić Institut za strategijska istraživanja Univerziteta odbrane u Beogradu

DOI: https://doi.org/10.5937/vojtehg67-22460

Ključne reči: military application||, ||vojna primena, queueing theory||, ||teorija masovnog opsluživanja, simulation||, ||simulacija, modeling||, ||modelovanje, logistics||, ||logistika, combat||, ||borba, command & control||, ||komandovanje i kontrola, transient regime||, ||prelazni režim, overloading||, ||preopterećenje,

Sažetak

U radu su prikazani odabrani primeri primene teorije masovnog opsluživanja u vojnoj oblasti, na 110. godišnjicu rođenja teorije masovnog opsluživanja. Namera je bila da se pronađe i prikaže više radova domaćih autora u dužem periodu kako bi se poboljšala promocija buduće primene ove teorije, pre svega u domaćim vojnostručnim krugovima. U bavljenju problemima sistema masovnog opsluživanja u vojnoj oblasti, istraživač se suočava sa specifičnim zahtevima koji uzrokuju potrebu za multidisciplinarnim pristupom. U stručnim krugovima teorije masovnog opsluživanja prepoznato je da se do rešenja u zadacima o sistemima masovnog opsluživanja može doći na tri načina: analitički, numerički i primenom simulacije. Ne mogu se svi teorijski modeli masovnog opsluživanja rešavati analitički ili primenom numeričkih metoda, pa se za takve probleme primenjuju metode simulacionog modelovanja.

Reference

Athans, M. 1987. Command and control (C2) theory: A challenge to control science. IEEE Transactions on Automatic Control, 32(4), pp.286-293. Available at: https://doi.org/10.1109/tac.1987.1104607.

Bahadori, M.K., Mohammadnejhad, S.M., Ravangard, R., & Teymourzadeh, E. 2014. Using Queuing Theory and Simulation Model to Optimize Hospital Pharmacy Performance. Iranian Red Crescent Medical Journal, 16(3). Available at: https://doi.org/10.5812/ircmj.16807.

Branković, Z. 1986. Simulacija upotrebe jedinica za održavanje tehničkih sredstava u borbenim dejstvima. MSc thesis. Zagreb: VVTŠ KoV JNA (in Serbian).

Čubra, N. 1977. Kibernetika u rukovođenju razvojem oružanih snaga.Belgrade: Vojnoizdavački zavod (in Serbian).

Ćirović, M. 1992. Razmatranje održavanja u fazi razvoja elektronskog uređaja. Vojnotehnički glasnik/Military Technical Courier, 40(6), pp.619-626 (in Serbian). Available at: https://doi.org/10.5937/vojtehg9206619c.

Dwyer, J.J. 2016. Analysis of Military Entry Control Point Queueing. MSc thesis in Operations Research. Ohio, USA: Air Force Institute of Technology - Wright-Patterson Air Foce Base.

Erlang, A.K., 1909. Sandsynlighedsregning og Telefonsamtaler. Nyt tidsskrift for matematik, 20(B), pp.33-39 (in Danish). Available at: https://www.jstor.org/stable/24528622 [Accessed: 5 July 2019].

Forca, B. 1992. Jedan primer u primeni simulacije procesa u borbenim sistemima. Savremeni problemi ratne veštine, 27, pp.78-92 (in Serbian).

Gindin, S.I., Khomonenko, A.D., & Matveev, S.V. 2014. Program for probability-time characteristics calculation in multichannel queueing system with "warm-up" and its testing approach. Scientific Review/Научное обозрение, 4(1-9). Available at: https://science-engineering.ru/pdf/2015/1/935.pdf [Accessed: 5 July 2019].

Jenkins, P. 2017. Using Markov Decision Process with Heterogeneous Queueing System to Examine Military MEDEWAC Dispatching Policies. MSc thesis in Operations Research. Ohio, USA: Air Force Institute of Technology - Wright-Patterson Air Foce Base.

Jovanović, B. 1984. Uvod u teoriju vojnog rukovođenja.Belgrade: Vojnoizdavački zavod (in Serbian).

Kaczynski, W.H., Leemis, L.M., & Drew, J.H. 2012. Transient Queueing Analysis. INFORMS Journal on Computing, 24(1), pp.10-28. Available at: https://doi.org/10.1287/ijoc.1110.0452.

Kama, H., & Mankilik, I. 2015. Application of Queueing Theory in Cadet Mess Administration: A Case Study of Nigerian Defence Academy. Academy Journal of Science and Engineering, 9(1), pp.89-100. Available at: http://www.academyjsekad.edu.ng/vol0901-89-100-AJSE.pdf [Accessed: 5 July 2019].

Kang, K., Gue, K.R., & Eaton, D.R. 1998. Cycle time reduction for naval aviation depots. In: 1998 Winter Simulation Conference. Proceedings (Cat. No.98CH36274). Institute of Electrical and Electronics Engineers (IEEE), pp.907-912. Dec 13-16. Available at: https://doi.org/10.1109/wsc.1998.745089.

Kingman, J.F.C., 2009. The First Erlang century – and the next. Queueing Systems, 63:3. Available at: https://doi.org/10.1007/s11134-009-9147-4.

Kleinrock, L. 1975. Queueing systems, Volume 1: Theory.New York: John Wiley and Sons.

Leonhard, R.R., Buchanan, T.H., Hillman, J.L., Nolen, J.M., & Galpin, T.J. 2010. Concept for Command and Control. John Hopkins APL Technical Digest, 29(2); 157-170. Available at: https://www.jhuapl.edu/Content/techdigest/pdf/V29-N02/20-02-Leonhard.pdf [Accessed: 5 July 2019].

Li, L., Liu, F., Long, G., Zhao, H., & Mei, Y. 2016. Performance Analysis and Optimal Allocation of Layered Defense M/M/N Queueing Systems. Mathematical Problems in Engineering, 2016, pp.1-21. Available at: https://doi.org/10.1155/2016/5915918.

Maksić, R., & Mišković, R. 1997. Metode i tehnike koje se najčešće primenjuju kao pomoć u odlučivanju i istraživanju u vojnim organizacionim sistemima. Vojno delo, 49(2), pp.70-88 (in Serbian).

Mao, Z., Yu-juan, W., Chao, W., & Sheng, H. 2013. Analysis on Aircraft Sortie Generation Rate Based on Multi-class Closed Queueing Network. In: Proceedings 2nd International Conference on Computer Science and Electronic Engineering, ICCSEE. pp.1877-1880.

Marković, D. 2000. Priprema operacije kao oblika borbenih dejstava. Novi glasnik, 3-4, pp.19-22 (in Serbian).

McConnel, B.M. 2018. Assessing Uncertainty and Risk in an Expeditionary Military Logistics Network. PhD thesis. Raleigh, North Carolina: Nort Carolina State University

Mićović, B. 1998. Simulacija evakuacije ranjenika. In: SYM-OP-IS 1998: Symposium on Operational Research, Herceg Novi, pp.1025-1028. September 21-24 (in Serbian).

Nikolić, M. 1989. Efikasnost funkcionisanja sistema tehničkog obezbeđenja združenih taktičkih jedinica u oružanoj borbi. Ph.D. thesis. Zagreb: VVTŠ KoV JNA (in Serbian).

Nikolić, N. 2008. Monte Carlo Modeling of Military Queueing Systems - Challenge of the Initial Transience.Belgrade: Andrejevic Endowment/Strategic Research Institute.

Nikolić, N., 2016. Reneging Queues Impact on Development of Lawson’s Model of Command and Control Processes. In: SYM-OP-IS 2016: Symposium on Operational Research, Tara, Serbia, pp.483-486. September 20-23.

Pantić, T. 2002. Possibility to apply the mass servicing theory method to supersonic aircraft squadron servicing. Vojnotehnički glasnik/Military Technical Courier, 50(6), pp.612-622 (in Serbian). Available at: https://doi.org/10.5937/vojtehg0206612P.

Petković, R., Ćirović, M., & Kokanović, M. 1988. Organizacija održavanja tehničkih materijalnih sredstava.Zagreb: VVTŠ KoV JNA (in Serbian).

Petrović, V., Mrdak, V., & Luković, B. 2013. Mass serving theory application to the analysis of maintenance system functioning. Vojnotehnički glasnik/Military Technical Courier, 61(2), pp.159-181 (in Serbian). Available at: https://doi.org/10.5937/vojtehg61-2001.

Radošević, I. 1980. Model masovnog usluživanja pri planiranju kapaciteta tehničkih radionica na bazi pouzdanosti tehničkih materijalnih sredstava. Vojnotehnički glasnik/Military Technical Courier, 28(6), pp.737-742 (in Serbian).

Rendulić, Z. 1981. Naučnotehnički progres i naoružanje.Belgrade: Vojnoizdavački zavod.

-Serbian Armed Forces. 1996. Metodologija ratne veštine.Belgrade: Serbian Armed Forces, CVŠ VJ Generalštabna škola (in Serbian).

Shephard, R.W., & et al., 1988. Applied operations research - Examples from defense assessment.New York: Plenum Press.

Sullivan, K., & Grivell, I. 2003. QSIM: A Quueueing Theory Model with Various Probability Distribution Functions. Technical Report 11.418. Newport, Rhode Island, USA: Naval Undersea Warfare Center Division. 14 March.

Tsai, Y.L., Yanagisawa, D., & Nishinari, K. 2017. Transient Analysis of a Series Configuration Queueing System. In: Proceedings of the World Congress on Engineering and Computer Science 2017, Vol. II, WCECS 2017, San Francisco, USA, October 25-27.

-Vojnoizdavački zavod. 1970. Vojna enciklopedija.Belgrade: Vojnoizdavački zavod (in Serbian).

Wheeler, S. 2005. An Application of Queues to Offensive Support Indirect Fire Weapons Systems.Australia: Defence Science and Technology Organisation - Department of Defence. Technical Report DSTO-TR-1662.

Worthington, D., 2009. Reflections on queue modeling from the last 50 years. Journal of the Operational Research Society, 60(Issue sup1: Special Issue), S83-S92. Available at: https://doi.org/10.1057/jors.2008.178.

Yao, H., & Ma, L. 2017. The Air Defense Missile Weapon System Based on Queuing Theory Mixed Deployment Effectiveness Evaluation. In: Proceedings of the 7th International Conference on Management, Education, Information and Control (MEICI 2017), Paris, France: Atlantis Press. Available at: https://doi.org/10.2991/meici-17.2017.174.

Primena teorije masovnog opsluživanja u vojnoj oblasti na 110. godišnjicu

Sažetak

Reference

Vojnotehnički glasnik omogućava otvoreni pristup i, u skladu sa preporukom CEON-a, primenjuje Creative Commons odredbe o autorskim pravima:

Autori koji objavljuju u Vojnotehničkom glasniku pristaju na sledeće uslove: