The Napoleon Coefficient: Quantifying the Primacy of Strategy over Technology in Asymmetric Air Warfare
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| Formato: | Recurso digital |
| Lenguaje: | inglés |
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2026
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| _version_ | 1866901592695898112 |
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| author | Myron Kudyn |
| author_facet | Myron Kudyn |
| contents | <p class="MsoNormal">Abstract <br>In contemporary military-strategic thought, air superiority is typically treated as a necessary <br>condition for victory in conventional conflict. The proliferation of inexpensive mass-produced <br>unmanned aerial vehicles—Iranian Shaheds, Ukrainian and other strike drones—prompts <br>revisiting this position as a hypothesis rather than a given. <br>This paper develops a formal model of air warfare between a strong side (a small but expensive <br>fleet of modern combat aircraft) and a weak side (a stockpile of cheap one-way drones). The <br>total capital ratio between the two sides is set at 10:1 in favor of the strong side. The model <br>combines analytical estimates with numerical experiments using an agent-based simulation at <br>one-hour resolution over a twelve-month horizon. <br>Three principal results emerge. First, with a properly chosen strategy of distributing forces <br>across time and space, the weak side can guarantee at least a draw, and in some scenarios <br>victory by attrition of the opponent's resources. Second, and counter-intuitively, concentrated <br>mass employment of cheap means—the so-called “swarm”—turns out to be one of the least <br>effective strategies available to the weak side; the real advantage of mass cheap weapons is <br>realized through distribution rather than concentration. Third, I introduce a quantitative <br>measure of the relative weight of strategy versus technology, which I call the Napoleon <br>coefficient by analogy with the well-known Napoleonic intuition that moral factors prevail over <br>material ones by a ratio of three to one. The model yields a lower bound of 7.5 for this <br>coefficient; the upper bound is undetermined and in some regimes corresponds to the <br>empirically observed cost-exchange ratios of 1:100 reported in current conflicts. <br>The results generalize to the broader class of asymmetric air conflicts regardless of the <br>technological type of combat unit—aircraft versus aircraft, aircraft versus drone, drone versus <br>drone—and are discussed in the context of deterrence theory: the emerging conditions allow a <br>weaker side to maintain credible deterrence at substantially lower resource cost than is required <br>for nuclear deterrence.</p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_19960199 |
| institution | Zenodo |
| language | eng |
| publishDate | 2026 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | The Napoleon Coefficient: Quantifying the Primacy of Strategy over Technology in Asymmetric Air Warfare Myron Kudyn asymmetric warfare unmanned aerial vehicles air superiority agent-based simulation deterrence by denial cost-exchange ratio Napoleon coefficient <p class="MsoNormal">Abstract <br>In contemporary military-strategic thought, air superiority is typically treated as a necessary <br>condition for victory in conventional conflict. The proliferation of inexpensive mass-produced <br>unmanned aerial vehicles—Iranian Shaheds, Ukrainian and other strike drones—prompts <br>revisiting this position as a hypothesis rather than a given. <br>This paper develops a formal model of air warfare between a strong side (a small but expensive <br>fleet of modern combat aircraft) and a weak side (a stockpile of cheap one-way drones). The <br>total capital ratio between the two sides is set at 10:1 in favor of the strong side. The model <br>combines analytical estimates with numerical experiments using an agent-based simulation at <br>one-hour resolution over a twelve-month horizon. <br>Three principal results emerge. First, with a properly chosen strategy of distributing forces <br>across time and space, the weak side can guarantee at least a draw, and in some scenarios <br>victory by attrition of the opponent's resources. Second, and counter-intuitively, concentrated <br>mass employment of cheap means—the so-called “swarm”—turns out to be one of the least <br>effective strategies available to the weak side; the real advantage of mass cheap weapons is <br>realized through distribution rather than concentration. Third, I introduce a quantitative <br>measure of the relative weight of strategy versus technology, which I call the Napoleon <br>coefficient by analogy with the well-known Napoleonic intuition that moral factors prevail over <br>material ones by a ratio of three to one. The model yields a lower bound of 7.5 for this <br>coefficient; the upper bound is undetermined and in some regimes corresponds to the <br>empirically observed cost-exchange ratios of 1:100 reported in current conflicts. <br>The results generalize to the broader class of asymmetric air conflicts regardless of the <br>technological type of combat unit—aircraft versus aircraft, aircraft versus drone, drone versus <br>drone—and are discussed in the context of deterrence theory: the emerging conditions allow a <br>weaker side to maintain credible deterrence at substantially lower resource cost than is required <br>for nuclear deterrence.</p> |
| title | The Napoleon Coefficient: Quantifying the Primacy of Strategy over Technology in Asymmetric Air Warfare |
| topic | asymmetric warfare unmanned aerial vehicles air superiority agent-based simulation deterrence by denial cost-exchange ratio Napoleon coefficient |
| url | https://doi.org/10.5281/zenodo.19960199 |