The Mathematical Underpinnings of Defensive Counterair Operations in Great Power Competition

In the context of the Great Power Competition, particularly with China's advancing long-range munitions capabilities, there is a critical need to adapt defensive counterair (DCA) operations planning. This paper addresses some challenges of the complex and time-consuming DCA planning processes, often resulting in suboptimal decisions. We explore the mathematical foundations of DCA operations and provide a closed-form solution that determines aircraft requirements based on desired operational distances and calculates required distances based on aircraft availability. This approach helps to enable the Agile Combat Employment (ACE) concept, offering increased flexibility in response to potential denial of access to predetermined locations. We demonstrate the applicability of our equations through a couple of notional examples and simulations, showing potential for more than 75%-time savings improvement for the calculations compared to current methods and improved mission effectiveness from improved aircraft allocation techniques. This potential increase in efficiency and effectiveness could improve the ability to adapt to changing strategic environments, supporting the ACE framework's goals of increased survivability and operational flexibility in contested spaces.

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Publication Details

Journal
Industrial and Systems Engineering Review
Published
2025-03-05
DOI
https://doi.org/10.37266/iser.2025v12i1.pp38-52
Primary Topic
Facility Location and Emergency Management
Type
article
Field-Weighted Citation Impact
0.00
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article

The Mathematical Underpinnings of Defensive Counterair Operations in Great Power Competition

John Miller, Ethan Salgado
Industrial and Systems Engineering Review
Facility Location and Emergency Management
article

The Mathematical Underpinnings of Defensive Counterair Operations in Great Power Competition

John Miller, Ethan Salgado
article en

Abstract

In the context of the Great Power Competition, particularly with China's advancing long-range munitions capabilities, there is a critical need to adapt defensive counterair (DCA) operations planning. This paper addresses some challenges of the complex and time-consuming DCA planning processes, often resulting in suboptimal decisions. We explore the mathematical foundations of DCA operations and provide a closed-form solution that determines aircraft requirements based on desired operational distances and calculates required distances based on aircraft availability. This approach helps to enable the Agile Combat Employment (ACE) concept, offering increased flexibility in response to potential denial of access to predetermined locations. We demonstrate the applicability of our equations through a couple of notional examples and simulations, showing potential for more than 75%-time savings improvement for the calculations compared to current methods and improved mission effectiveness from improved aircraft allocation techniques. This potential increase in efficiency and effectiveness could improve the ability to adapt to changing strategic environments, supporting the ACE framework's goals of increased survivability and operational flexibility in contested spaces.

Industrial and Systems Engineering ReviewVol. 12(1)
United States Air Force Academy (US)
Decent work and economic growth
Openalex Percentile: Top 95%
Facility Location and Emergency Management
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The Mathematical Underpinnings of Defensive Counterair Operations in Great Power Competition — John Miller, Ethan Salgado · Industrial and Systems Engineering Review (2025) | TGRS Research Map | TGRS