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反恐中的具有多重目标的对手行为建模。

Behavioral Modeling of Adversaries with Multiple Objectives in Counterterrorism.

机构信息

Statistical Sciences and Operations Research, Virginia Commonwealth University, Richmond, VA, USA.

Supply Chain Management and Analytics, Virginia Commonwealth University, Richmond, VA, USA.

出版信息

Risk Anal. 2018 May;38(5):962-977. doi: 10.1111/risa.12898. Epub 2017 Sep 7.

Abstract

Attacker/defender models have primarily assumed that each decisionmaker optimizes the cost of the damage inflicted and its economic repercussions from their own perspective. Two streams of recent research have sought to extend such models. One stream suggests that it is more realistic to consider attackers with multiple objectives, but this research has not included the adaption of the terrorist with multiple objectives to defender actions. The other stream builds off experimental studies that show that decisionmakers deviate from optimal rational behavior. In this article, we extend attacker/defender models to incorporate multiple objectives that a terrorist might consider in planning an attack. This includes the tradeoffs that a terrorist might consider and their adaption to defender actions. However, we must also consider experimental evidence of deviations from the rationality assumed in the commonly used expected utility model in determining such adaption. Thus, we model the attacker's behavior using multiattribute prospect theory to account for the attacker's multiple objectives and deviations from rationality. We evaluate our approach by considering an attacker with multiple objectives who wishes to smuggle radioactive material into the United States and a defender who has the option to implement a screening process to hinder the attacker. We discuss the problems with implementing such an approach, but argue that research in this area must continue to avoid misrepresenting terrorist behavior in determining optimal defensive actions.

摘要

攻击者/防御者模型主要假设每个决策者都从自己的角度优化所造成的损害的成本及其经济影响。最近有两大学术流派试图扩展这些模型。一种流派认为,考虑具有多个目标的攻击者更为现实,但这项研究并未包括将具有多个目标的恐怖分子适应防御者的行动。另一个流派是基于实验研究的,这些研究表明决策者会偏离最优理性行为。在本文中,我们将攻击者/防御者模型扩展到包含恐怖分子在策划袭击时可能考虑的多个目标。这包括恐怖分子可能考虑的权衡以及他们对防御者行动的适应。然而,我们还必须考虑到在确定这种适应时,常用的预期效用模型所假设的理性偏离的实验证据。因此,我们使用多属性展望理论来模拟攻击者的行为,以解释攻击者的多个目标和偏离理性的情况。我们通过考虑一个希望将放射性物质偷运到美国的具有多个目标的攻击者和一个具有实施筛选过程以阻碍攻击者的选择的防御者来评估我们的方法。我们讨论了实施这种方法所面临的问题,但认为在确定最佳防御行动时,必须继续进行这方面的研究,以避免错误地描述恐怖分子的行为。

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