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Smart watch evaluation with integrated hesitant fuzzy linguistic SAW-ARAS technique

机译:智能手表评估与综合犹豫不决的模糊语言锯技术

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摘要

Many organizations use wearable devices to increase their operational efficiency and strengthen their competitive advantage. In such decisions, managers can find it difficult to select the right device for their company. To address the Smart Watch (SW) selection problem, this article introduces an assessment framework established on a Hesitant Fuzzy Linguistic (HFL) Multi-Criteria Decision-Making technique to collectively consider parameters affecting the eventual decision. Hesitant Fuzzy Linguistic Term Sets (HFLTS) are utilized to integrate choices of decision makers into the decision-making procedure, where their thoughts and ideas about a decision problem can be of an uncertain nature, making it hard to express their assessments with crisp numbers. The proposed method handles the partiality in decision-making processes with a Group Decision Making (GDM) approach. This paper first showcases an integrated HFL Simple Additive Weighting (SAW)-HFL Additive Ratio ASsessment (ARAS) method. The framework's functionality is then illustrated in a case study about SW assessment. The originality of the paper is based on its evaluation framework using an integrated SAW-ARAS approach in the hesitant fuzzy environment, its research method and case application in the logistics sector. This approach can guide managers and practitioners for an effective SW selection process. (C) 2019 Elsevier Ltd. All rights reserved.
机译:许多组织使用可穿戴设备来提高运营效率,并加强其竞争优势。在这些决策中,管理人员可以发现很难为其公司选择合适的设备。为了解决智能手表(SW)选择问题,本文介绍了在犹豫的模糊语言(HFL)多标准决策技术上建立了一个评估框架,以共同考虑影响最终决定的参数。犹豫不决的模糊语言术语集(HFLTS)用于将决策者的选择集成到决策程序中,他们的思想和关于决策问题的想法可能具有不确定的性质,使其难以表达他们用清晰的数字进行评估。该方法处理具有组决策(GDM)方法的决策过程中的偏重率。本文首先展示了集成的HFL简单添加剂(SAW)-HFL添加比率评估(ARAS)方法。然后在关于SW评估的情况下说明框架的功能。本文的原创性基于其在犹豫模糊环境中的综合锯条方法,其研究方法和物流部门施用的评估框架。这种方法可以指导管理人员和从业者进行有效的SW选择过程。 (c)2019年elestvier有限公司保留所有权利。

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