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A hesitant fuzzy linguistic model for emergency decision making based on fuzzy TODIM method

机译:基于模糊TODIM方法的犹豫模糊语言决策模型

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The importance of emergency decision making (EDM) has grown up in recent years because of the frequent occurrence of multiple emergency events (EEs) that have caused important social and economic losses. EDM plays a relevant role when it is necessary to mitigate property and lives losses and reducing the negative impacts on the social and environmental development. Real-world EDM problems are usually characterized by complexity, hard time constraints, lack of information and the impact of the psychological behaviors which makes it very challenging task for the decision maker. This characterization shows the need of dealing with different types of uncertainty and the managing of behaviors to face these problems. This contribution proposes a new emergency decision model that first, uses fuzzy linguistic information to model the subjective information elicited by the decision maker under uncertainty and also the modelling of his/her hesitancy for assessing his/her judgements by using hesitant fuzzy linguistic term sets. Second it integrates the decision maker's psychological behavior by using the prospect theory in a fuzzy based environment. Finally, an example of application of the decision model is carried out to show its validity and applicability.
机译:近年来,紧急决策(EDM)的重要性由于频繁发生了造成了重要的社会和经济损失的多次紧急事件(EES)。 EDM在有必要减轻财产和生命损失并降低对社会和环境发展的负面影响时,效果有相关的作用。现实世界的EDM问题通常是复杂性,艰难的时间限制,信息缺乏以及心理行为的影响,这使得决策者的任务非常具有挑战性。这种表征显示需要处理不同类型的不确定性和管理行为来面对这些问题。这一贡献提出了一种新的紧急决策模型,首先,使用模糊语言信息来模拟决策者在不确定性下引发的主观信息,以及他/她犹豫了通过使用犹豫的模糊语言术语集评估他/她的判断。其次,它通过在基于模糊的环境中使用前景理论来整合决策者的心理行为。最后,执行决策模型的应用示例以显示其有效性和适用性。

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