基于前景理论的犹豫模糊热力学应急决策方法

Hesitant Fuzzy Thermodynamic Method for Emergency Decision Making Based on Prospect Theory

IEEE Transactions on Cybernetics · 2016
被引 86
ABS 3

中文导读

针对应急决策中的时间紧迫和信息模糊问题,提出一种结合前景理论和热力学熵能的方法,通过犹豫模糊元素刻画专家心理行为,并用天津港爆炸案例验证了有效性。

Abstract

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.

应急决策前景理论犹豫模糊集热力学方法决策分析