A Study of Network Violator Interception Based on a Reliable Game Model

A Study of Network Violator Interception Based on a Reliable Game Model
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基于可靠博弈模型的网络违规拦截研究

DOI:
10.1155/2014/124343
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发表时间:
2014-06
影响因子:
--
通讯作者:
Jian Wang
Jian Wang
中科院分区:
工程技术4区
文献类型:
--
作者:
Shi An;Jianxun Cui;Meng Zhao;Jian Wang

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本研究的重点是规划拦截器的位置,在一般的交通网络,以最大限度地提高预期的利益,捕捉违规者混合在公共交通流量。两个可靠性相关的特性也被集成到规划模型,使其更实用。一个是每个拦截器(例如,传感器或检查点)具有故障概率。二是拦截计划者与违反者之间存在“博弈”。提出了一个非线性非凸二元整数规划模型。我们开发了一个模拟退火算法来求解这个模型,并进行了数值实验,以说明所提出的算法的计算效率。我们还分析了拦截器中断概率对最优目标函数值的敏感性,并讨论了如何在违规者路由选择模型中确定这些参数的值。
This study focuses on planning interceptor locations in a general transportation network to maximize the expected benefits from catching violators mixing in public traveler flow. Two reliability-related characteristics are also integrated into the planning model to make it more practical. One is that each interceptor (e.g., a sensor or a checkpoint) has a failure probability. The second is the existence of a “game” between the interceptor planner and violators. A nonlinear nonconvex binary integer programming model is presented. We develop a simulated annealing (SA) algorithm to solve this model, and numerical experiments are conducted to illustrate the computational efficiency of the proposed algorithm. We also analyze the sensitivity of the disruption probability of interceptors to optimal objective function values and discuss how to determine the values of these parameters in a violator route choice model.
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