基于时空图的风险处理决策改进

IF 0.6 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS International Journal of Decision Support System Technology Pub Date : 2022-01-01 DOI:10.4018/ijdsst.303945
Mohamed Amine Messaoudi, L. Dekhici, Myriam Noureddine
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引用次数: 0

摘要

阻碍复杂系统正常运行的故障具有发生频率、演化速率和变量周期性的特征。事实上,这类系统的良好设计需要精心设计一种适应的分析和建模方法,它考虑到系统要素功能障碍的时空动态。本文提出了一种与风险管理方法相结合的时空建模方法。这种建模既可以描述系统在空间和时间上的演变,也可以跟踪系统故障的空间和时间范围,以便在选择适当的纠正措施时改进决策。通过无线传感器网络系统的案例研究,说明并验证了该方法的要素。
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Spatio-Temporal Graph for Improvement of Decision-Making in Risks Treatment
Failures that hinder the proper functioning of complex systems are characterised by frequencies of occurrence, rates of evolution and variables periodicities. Indeed, a good design of this kind of systems requires the elaboration of an adapted analysis and modelling approach, which takes into account the spatial-temporal dynamics of the systems elements dysfunction. This paper proposes a Spatio-temporal modelling approach integrated into a risk management methodology. This modelling allows both to describe the evolution of the system in space and in time, and to follow the spatial and temporal scope of a failure of the system in order to improve decision making in choosing the appropriate corrective action. The elements of the methodology are illustrated and validated by a case study of a wireless sensor network system.
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来源期刊
International Journal of Decision Support System Technology
International Journal of Decision Support System Technology COMPUTER SCIENCE, INFORMATION SYSTEMS-
CiteScore
2.20
自引率
18.20%
发文量
40
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