An Algorithm for Exchanging Target Asset Pairs using the Kidney Exchange Model

Pub Date : 2022-12-06 DOI:10.14429/dsj.72.18414
Eun-Jee Choi, Choonjoo Lee, Sungil Kim, Namsuk Cho
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Abstract

Since chemical, biological, radiological, nuclear, and high yield explosive (CBRNE) attacks can cause catastrophic damage, it is important to detect and eliminate the means of attack at the origin. In surveillance operations, efficient allocation of friendly intelligence assets and enemy targets is critical for continuous and reliablemonitoring. In this research, we investigate a mathematical model for exchanging target–asset pairs when there are sudden changes in various operational environments. For this task, we refer to the kidney exchange model as a benchmark. In particular, the methods for constructing and solving the target–asset exchange problem in near realtime are presented. Additionally, we introduce the methodology and results for obtaining a feasible solution of the weapon target assignment problem using the exchange model. Our method can facilitate decisions in reconnaissance operations, especially when countless targets and assets are intricately intertwined in future battlefield scenarios.
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基于肾交换模型的目标资产对交换算法
由于化学、生物、放射性、核和高当量爆炸(CBRNE)攻击可能造成灾难性破坏,因此从源头发现和消除攻击手段非常重要。在监视行动中,有效分配友军情报资产和敌方目标对于持续可靠的监视至关重要。在本研究中,我们研究了在各种操作环境中发生突变时目标-资产对交换的数学模型。对于这项任务,我们将肾脏交换模型作为基准。重点介绍了近实时目标资产交换问题的构造和求解方法。此外,还介绍了利用交换模型求解武器目标分配问题的可行解的方法和结果。我们的方法可以促进侦察行动中的决策,特别是当无数目标和资产在未来战场场景中错综复杂地交织在一起时。
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