Collaborative Decision Making (CDM) in Emergency Caused by Captain Incapacitation: Deterministic and Stochastic Modelling

IF 0.6 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS
T. Shmelova, Maxim Yatsko, Iurii Sierostanov
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引用次数: 0

Abstract

The authors present a new approach to decision-making to ensure the proper collaboration of different personnel. Models are used in intelligent integrated decision support systems, especially for actions in emergencies. Behavioral deterministic models are used for synchronization actions of all operators, to support and timely predicting of operators' actions in an emergency. To determine the quantitative characteristics of risk levels, models for collaborative decision making (CDM) under uncertainty by the operators (pilots, air traffic controllers, flight/dispatch), and other invited specialists, have been developed. The decision-making modeling of a group of operators in case of an emergency situation such as “pilot incapacitation” was presented. The methodological basis for CDM in certainty is network planning, in conditions of Stochastic uncertainty – is a decision tree, in conditions of non-stochastic uncertainty – is a matrix of decisions, and outcomes are made this using the expert judgment method for obtaining quantity estimations.
机长失能紧急情况下的协同决策:确定性与随机模型
作者提出了一种新的决策方法,以确保不同人员的适当协作。模型用于智能综合决策支持系统,特别是在紧急情况下的行动。采用行为确定性模型对所有操作人员的行动进行同步,支持并及时预测紧急情况下操作人员的行动。为了确定风险水平的定量特征,开发了操作员(飞行员、空中交通管制员、飞行/调度)和其他受邀专家在不确定性下的协同决策(CDM)模型。提出了“飞行员失能”等紧急情况下一组操作员的决策模型。在确定性条件下CDM的方法基础是网络规划,在随机不确定性条件下是决策树,在非随机不确定性条件下是决策矩阵,并利用专家判断法获得数量估计来得出结果。
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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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