IEEE Trans Cybern. 2017 Sep;47(9):2531-2543. doi: 10.1109/TCYB.2016.2638498. Epub 2016 Dec 30.
Due to the timeliness of emergency response and much unknown information in emergency situations, this paper proposes a method to deal with the emergency decision making, which can comprehensively reflect the emergency decision making process. By utilizing the hesitant fuzzy elements to represent the fuzziness of the objects and the hesitant thought of the experts, this paper introduces the negative exponential function into the prospect theory so as to portray the psychological behaviors of the experts, which transforms the hesitant fuzzy decision matrix into the hesitant fuzzy prospect decision matrix (HFPDM) according to the expectation-levels. Then, this paper applies the energy and the entropy in thermodynamics to take the quantity and the quality of the decision values into account, and defines the thermodynamic decision making parameters based on the HFPDM. Accordingly, a whole procedure for emergency decision making is conducted. What is more, some experiments are designed to demonstrate and improve the validation of the emergency decision making procedure. Last but not the least, this paper makes a case study about the emergency decision making in the firing and exploding at Port Group in Tianjin Binhai New Area, which manifests the effectiveness and practicability of the proposed method.
由于应急响应的及时性和应急情况下大量未知信息的存在,本文提出了一种处理应急决策的方法,可以全面反映应急决策过程。通过利用犹豫模糊元素来表示对象的模糊性和专家的犹豫思维,本文将负指数函数引入前景理论中,以描述专家的心理行为,根据期望水平将犹豫模糊决策矩阵转换为犹豫模糊前景决策矩阵(HFPDM)。然后,本文利用热力学中的能量和熵来考虑决策值的数量和质量,并基于 HFPDM 定义热力学决策参数。因此,进行了一个完整的应急决策过程。此外,还设计了一些实验来验证和改进应急决策过程的有效性。最后,本文以天津滨海新区港群火灾爆炸应急决策为例,说明了所提出方法的有效性和实用性。