A Game Theoretic Approach to Nuclear Safeguards Selection and Optimization

IF 0.7 Q3 INTERNATIONAL RELATIONS
Rebecca Ward, E. Schneider
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引用次数: 3

Abstract

ABSTRACT This article presents a novel application of an inspection game to find optimally efficient nuclear safeguard strategies. It describes a methodology that allocates resources at and across nuclear fuel cycle facilities for a cost-constrained inspectorate seeking to detect a state-facilitated diversion or misuse. The methodology couples a simultaneous-play game theoretic solver with a probabilistic model for simulating state violation scenarios at a gas centrifuge enrichment plant. The simulation model features a suite of defender options based on current International Atomic Energy Agency practices and an analogous menu of attacker proliferation pathway options. The simulation informs the game theoretic solver by calculating the detection probability for a given inspector-proliferator strategy pair. To generate a scenario payoff, it weights the detection probability by the quantity and quality of material obtained. Using a modified fictitious play algorithm, the game iteratively calls the simulation model until Nash equilibrium is reached and outputs the optimal inspection and proliferation strategies. The value the attacker places on material quantity and quality is varied to generate results representative of states with different capabilities and goals. Sample model results are shown to illustrate the sensitivity of defender and attacker strategy to attacker characteristics.
核保障措施选择与优化的博弈论方法
摘要本文提出了一种检验博弈的新应用,用于寻找最有效的核保障策略。它描述了一种方法,该方法在核燃料循环设施内和整个设施中分配资源,以供成本有限的检查员寻求发现国家促成的转移或滥用。该方法将同时博弈理论求解器与概率模型相结合,用于模拟气体离心浓缩厂的状态破坏情景。仿真模型的特点是一套基于当前国际原子能机构实践的防御者选项和一个类似的攻击者扩散路径选项菜单。仿真通过计算给定的检测器-扩散器策略对的检测概率,为博弈论求解器提供信息。为了生成场景收益,它根据获得的材料的数量和质量对检测概率进行加权。该博弈采用改进的虚拟博弈算法,迭代调用仿真模型,直至达到纳什均衡,并输出最优检测和扩散策略。攻击者对材料数量和质量的重视是不同的,以生成具有不同能力和目标的状态的代表结果。示例模型结果说明了防御者和攻击者策略对攻击者特征的敏感性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Science & Global Security
Science & Global Security INTERNATIONAL RELATIONS-
CiteScore
1.00
自引率
14.30%
发文量
8
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