增强作战仿真模型的对抗风险分析

Q2 Arts and Humanities Journal of Slavic Military Studies Pub Date : 2015-12-01 DOI:10.1515/jms-2016-0200
Juho Roponen, Ahti Salo
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引用次数: 9

摘要

摘要对抗风险分析(ARA)是建立在统计风险分析和博弈论的基础上,分析两个或两个以上的智能对手在不确定情况下做出决策的决策情况。在过去的几年中,基于理性对手决策过程的明确建模的ARA方法已广泛应用于反恐和公司竞争等领域。然而,在军事战斗建模的背景下,ARA并没有被系统地使用,即使有人试图根据兵棋推演、博弈论均衡的应用和专家判断的使用来预测对手的决策。在此背景下,我们认为将ARA与军事作战建模相结合有望提高作战建模工具的能力。我们确定了将ARA与战斗建模相结合的方法,并给出了一个说明性的例子,说明ARA如何提供对防御方需要估计从向攻击者隐藏其部队运动中获得的效用的问题的见解。即使ARA方法的应用具有挑战性,但它也具有指导意义,因为必须说明有关指导对手决策的资源、期望和目标的相关假设。
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Adversarial Risk Analysis for Enhancing Combat Simulation Models
Abstract Adversarial Risk Analysis (ARA) builds on statistical risk analysis and game theory to analyze decision situations involving two or more intelligent opponents who make decisions under uncertainty. During the past few years, the ARA approach-which is based on the explicit modelling of the decision making processes of a rational opponent-has been applied extensively in areas such as counterterrorism and corporate competition. In the context of military combat modelling, however, ARA has not been used systematically, even if there have been attempts to predict the opponent’s decisions based on wargaming, application of game theoretic equilibria, and the use of expert judgements. Against this backdrop, we argue that combining ARA with military combat modelling holds promise for enhancing the capabilities of combat modelling tools. We identify ways of combining ARA with combat modelling and give an illustrative example of how ARA can provide insights into a problem where the defender needs to estimate the utility gained from hiding its troop movements from the attacker. Even if the ARA approach can be challenging to apply, it can be instructive in that relevant assumptions about the resources, expectations and goals that guide the adversary’s decisions must be explicated.
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来源期刊
Journal of Slavic Military Studies
Journal of Slavic Military Studies Arts and Humanities-History
CiteScore
0.60
自引率
0.00%
发文量
11
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