中国安全科学学报 ›› 2018, Vol. 28 ›› Issue (3): 179-184.doi: 10.16265/j.cnki.issn1003-3033.2018.03.031

• 公共安全 • 上一篇    下一篇

基于前景理论的应急物资需求动态调整模型

任斌, 朱昌锋 教授, 钟校   

  1. 兰州交通大学 交通运输学院, 甘肃 兰州 730070
  • 收稿日期:2017-12-05 修回日期:2018-02-06 出版日期:2018-03-28 发布日期:2020-11-09
  • 作者简介:任 斌 (1993—),女,甘肃天水人,硕士研究生,主要研究方向为交通运输优化理论与方法。E-mail: renbin573@163.com。
  • 基金资助:
    国家自然科学基金资助(61364028);兰州交通大学“百名青年优秀人才培养计划”基金资助;教育部人文社会科学项目(15XJAZH002)。

A PT based model for dynamic adjusting emergency material demand

REN Bin, ZHU Changfeng, ZHONG Xiao   

  1. School of Traffic and Transportation, Lanzhou Jiaotong University, Lanzhou Gansu 730070, China
  • Received:2017-12-05 Revised:2018-02-06 Online:2018-03-28 Published:2020-11-09

摘要: 为保障应急物资需求预测的合理性,充分考虑灾后不确定因素和决策者的主观因素,建立基于前景理论(PT)的应急物资需求动态调整模型。首先,将决策者的心理感知价值分为方案有效和方案无效2种,以决策者不同时刻的心理预期作为动态参考点;然后,通过确定价值函数和情景概率权重计算方案综合前景价值,求得前景值最小的应急物资需求预测方案;最后,分别就风险偏好、风险规避系数以及收益感知概率系数和损失感知概率系数进行灵敏度分析。所建模型的有效性为一实例数据所验证。结果表明:根据灾情动态变化所建立的调整模型,更切合灾后救援的实际情况,有助于求出最佳预测方案,提高决策质量和救援效率。

关键词: 应急救援, 前景理论(PT), 应急物资需求, 动态参考点, 方案调整

Abstract: In order to guarantee the rationality of demand prediction for emergency materials, post-disaster uncertain factors and makers' subjective factors were examined fully, and a PT based model was built for dynamic adjusting emergency material demand. Firstly, the decision maker's perceived values were divided into two sorts, a valid sort of perceived value (in scheme) and an invalid sort, with the decision maker's psychological expectations as a dynamic reference point. Then, by determining the value function and the probability weight of the scenario, the comprehensive prospect value of the scheme can be calculated, and the prediction scheme of the emergency material demand corresponding to the minimum prospect value can be obtained. Finally, a sensitivity analysis was carried out, of the prospect value of the scheme to risk preference, risk aversion coefficient and the perceived probability coefficients of both benefit and loss. The effectiveness of the model was demonstrated by the data on a certain seismic disaster. The results show that the model based on the dynamic change of disaster situation is more suitable for use in a situation after disaster, which helps to find out the best prediction scheme, and can improve the decision-making quality and rescue efficiency .

Key words: emergency rescue, prospect theory(PT), emergency material demand, dynamic reference point, project adjustment

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