基于时间模糊逻辑的危机管理决策支持系统

A. Alnahhas, B. Alkhatib
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引用次数: 3

摘要

危机管理涉及许多因素和变量,必须加以监测和考虑。随着这些变量和因素数量的增加,人类的判断变得远不是最佳的。因此,在这些情况下,我们需要决策支持系统的帮助来帮助决策过程。本文观察了危机管理情况下应考虑的主要决策因素,我们将危机定义为常规环境变量和因素值的实质性变化,由于环境是不确定的,我们提出使用模糊集理论来表示系统的变量,我们展示了如何使用时间逻辑来表示危机的时间性质,我们提出了模糊和时间推理技术的结合,并提出了一种支持决策的算法,该算法基于时间模拟,利用时间语句表示的时间关系,最后表明所提出的模型和算法能够适应多种危机管理情况。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Decision support system for crisis management using temporal fuzzy logic
Crisis management involves a lot of factors and variables that have to be monitored and considered. Human judgment becomes far from optimal as these variables and factors increase in number. Thus, in these situations, we need the help of decision support system to help the decision making process. In this paper we observe the main decision making factors that should be considered in crisis management situation, we define the crisis as a substantial change in the value of regular environment variables and factors, as the environment is uncertain we propose to use a fuzzy set theory to represent the variables of the system, we show how we can use temporal logic to represent the temporal nature of crises, we present a combination of fuzzy and temporal inference techniques, and propose an algorithm to support the decision making, the algorithm is based on temporal simulation which make use of temporal relations represented by temporal statements, we finally show that the proposed model and algorithm can suite a lot of crisis management situations.
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