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A bottleneck combat model: an application to the Battle of Thermopylae

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Abstract

This paper proposes a Lanchester-type combat model to simulate battles in which one or two of the opposing sides cannot use all the forces simultaneously due to some physical restriction (i.e., topographic constraints, transforming the battlefield into a bottleneck). We show that this model, when the bottleneck restriction applies to both sides, leads to the Lanchester’s linear law for both aimed- and unaimed-fire, but the rate of change over time is a constant. The main characteristics of the bottleneck combat model are the following: (1) the topographic constraint makes the quality (fighting effectiveness) and size of the restriction the more relevant factors for the outcome of the battle, reducing the relative importance of quantity; (2) the bottleneck transforms the Lanchester’s square law into the linear law under direct-fire; and (3) if quality is similar among foes, the topographic bottleneck restriction is irrelevant for victory. The model is used to simulate the Battle of Thermopylae and shows that if the bottleneck restriction had persisted and was not removed, the Persian army would have been defeated.

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References

  • Allen P (1992) Situational force scoring: accounting for combined arms effects in aggregate combat models. RAND, Santa Monica

    Google Scholar 

  • Allen P (1995) The need to represent a wide variety of battle types in air-ground combat models. Mil Oper Res 1:19–25

    Article  Google Scholar 

  • Armstrong MJ (2014) Modelling short-range ballistic missile defense and Israel’s Iron Dome system. Oper Res 62:1028–1039

    Article  Google Scholar 

  • Bracken J (1995) Lanchester models of Ardennes campaign. Nav Res Logist 42:559–577

    Article  Google Scholar 

  • Bury JB (1951) A history of Greece to the death of Alexander the Great, 3rd edn. MacMillan, London

    Google Scholar 

  • Campbell NCG, Roberts KJ (1986) Lanchester market structures: a Japanese approach to the analysis of business competition. Strateg Manag J 7:189–200

    Article  Google Scholar 

  • Cassin-Scott J (1977) The Greek and Persian wars 500–323 BC. Osprey Publishing, Oxford

    Google Scholar 

  • Chalikias M, Skordoulis M (2017) Implementation of F.W. Lanchester’s combat model in a supply chain in duopoly: the case of Coca-Cola and Pepsi in Greece. Oper Res 17:737–745

    Google Scholar 

  • Chen PS, Chu P (2001) Aplying Lanchester’s linear law to model the Ardennes Campaign. Nav Res Logist 48:653–661

    Article  Google Scholar 

  • Darilek R, Perry W, Bracken J, Gordon J, Nichiporuk B (2001) Measures of effectiveness for the information-age army. RAND, Santa Monica

    Google Scholar 

  • David I (1995) Lanchester modeling and the biblical account of the battles of Gibeah. Nav Res Logist 42:579–584

    Article  Google Scholar 

  • De Souza P (2014) The Greek and Persian wars 499–386 BC. Osprey Publishing, Oxford

    Google Scholar 

  • Deitchman SJ (1962) A Lanchester model of guerrilla warfare. Oper Res 10(6):818–827

    Article  Google Scholar 

  • Doyle P, Bennet MR (2002) Fields of battle, terrain in military history. Kluwer Academic Publishers, Dordrecht

    Book  Google Scholar 

  • Erickson GM (1985) A model of advertising competition. J Mark Res 22(3):297–304

    Article  Google Scholar 

  • Flores JC (2016) Trojan War displayed as a full annihilation–diffusion–reaction model. Phys A 467:432–435

    Article  Google Scholar 

  • Flores JC, Bologna M (2013) Troy: a simple nonlinear mathematical perspective. Phys A 392:4683–4687

    Article  Google Scholar 

  • Franks NR, Partridge LW (1993) Lanchester battles and the evolution of combat in ants. Anim Behav 45(1):197–199

    Article  Google Scholar 

  • Fricker RD (1998) Attrition models of the Ardennes campaign. Nav Res Logist 45:559–577

    Article  Google Scholar 

  • Hausken K, Levitin G (2011) Shield versus sword resource distribution in K-round duels. Cent Eur J Oper Res 19:589–603

    Article  Google Scholar 

  • Hausken K, Moxnes JF (2000) The microfoundations of the Lanchester war equations. Mil Oper Res 5:79–99

    Article  Google Scholar 

  • Hausken K, Moxnes JF (2002) Stochastic conditional and unconditional warfare. Eur J Oper Res 140:61–87

    Article  Google Scholar 

  • Hausken K, Moxnes JF (2005) Approximations and empirics for stochastic war equations. Nav Res Logist 52:682–700

    Article  Google Scholar 

  • Hirshleifer J (1991) The technology of conflict as an economic activity. Am Econ Rev 81:130–134

    Google Scholar 

  • Holland T (2006) Persian fire: the first world empire and the battle for the west. Doubleday, New York

    Google Scholar 

  • Hornblower S, Spawforth A (1996) The Oxford classical dictionary, 3rd edn. Oxford University Press, Oxford

    Google Scholar 

  • Hughes WP (1995) A salvo model of warships in missile combat used to evaluate their staying power. Nav Res Logist 42:267–289

    Article  Google Scholar 

  • Kraft JC, Rapp G, Szemler GJ, Tziavos C, Kase EW (1987) The pass at Thermopylae, Greece. J Field Archaeol 14:181–198

    Google Scholar 

  • Kress M, Caulkins JP, Feichtinger G, Grass D, Seidl A (2018) Lanchester model for three-way combat. Eur J Oper Res 264:46–54

    Article  Google Scholar 

  • Lanchester FW (1916) Aircraft in warfare. The down of the fourth arm. Constable and Company Limited, London

    Google Scholar 

  • Maurice F (1930) The size of the army of Xerxes in the invasion of Greece 480 BC. J Hell Stud 50:115–128

    Article  Google Scholar 

  • Morse P, Kimball G (1951) Methods of operations research. The MIT Press, Cambridge

    Google Scholar 

  • Shanahan L, Sen S (2011) Dynamics of stochastic and nearly stochastic two-party competitions. Phys A 390:1800–1810

    Article  Google Scholar 

  • Taylor JG (1983) Lanchester models of warfare, vol I and II. Operation Research Society of America, Arlington

    Google Scholar 

  • Vouvalidis K, Syrides G, Pavlopoulos K, Pechlivanidou S, Tsourlos P, Papakonstantinou MF (2010) Palaeogeographical reconstruction of the battle terrain in Ancient Thermopylae, Greece. Geodin Acta 23:241–253

    Article  Google Scholar 

  • Winters HA (1998) Battling the elements, weather and terrain in the conduct of war. Johns Hopkins University Press, Baltimore

    Google Scholar 

Download references

Acknowledgements

We are grateful to three anonymous referees and the editor for very helpful comments and suggestions on a previous version of the paper. Funding was provided by Spanish Ministry of Science and Tecnology (Grant No. ECO2016-76818-C3-2-P).

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Correspondence to José L. Torres.

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Bongers, A., Torres, J.L. A bottleneck combat model: an application to the Battle of Thermopylae. Oper Res Int J 21, 2859–2877 (2021). https://doi.org/10.1007/s12351-019-00513-0

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