论文标题

最佳分层防御以进行现场保护

Optimal Layered Defense For Site Protection

论文作者

Asamov, Tsvetan, Yamangil, Emre, Boros, Endre, Kantor, Paul, Roberts, Fred

论文摘要

我们提出了一个用于分层安全性的模型,并应用于保护体育场或大型聚会场所等地点的应用。我们将问题提出为最大程度地捕获非法违禁品的问题。目标函数是不确定的,只有在通过标准凸优化方法解决问题时才能获得有限的信息。为了解决该模型,我们开发了一种动态编程方法,并研究其收敛属性。此外,我们制定了该问题的版本,旨在解决智能对手,他们可以在观察站点安全性的变化时调整其攻击方向。此外,我们还为后一种模型的解决方案开发了一种方法。最后,我们执行计算实验以证明我们方法的使用。

We present a model for layered security with applications to the protection of sites such as stadiums or large gathering places. We formulate the problem as one of maximizing the capture of illegal contraband. The objective function is indefinite and only limited information can be gained when the problem is solved by standard convex optimization methods. In order to solve the model, we develop a dynamic programming approach, and study its convergence properties. Additionally, we formulate a version of the problem aimed at addressing intelligent adversaries who can adjust their direction of attack as they observe changes in the site security. Furthermore, we also develop a method for the solution of the latter model. Finally, we perform computational experiments to demonstrate the use of our methods.

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