MODELING MULTI-CRITERIA DECISION-MAKING IN DYNAMIC NEUTROSOPHIC ENVIRONMENTS BASES ON CHOQUET INTEGRAL

N. Thong, Cu Nguyen Giap, T. Tuan, P. Chuan, Pham Minh Hoang, D. Dong
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引用次数: 2

Abstract

Multi-attributes decision-making problem in dynamic neutrosophic environment is an open and highly-interesting research area with many potential applications in real life. The concept of the dynamic interval-valued neutrosophic set and its application for the dynamic decision-making are proposed recently, however the inter-dependence among criteria or preference is not dealt with in the proposed operations to well treat inter-dependence problems. Therefore, the definitions, mathematical operations and its properties are mentioned and discussed in detail.Then, Choquet integral-based distance between dynamic inteval-valued neutrosophic sets is defined and used to develop a new decision making model based on the proposed theory. A practical application of proposed approach is constructed and tested on the data of lecturers' performance collected from Vietnam National University (VNU) to illustrate the efficiency of new proposal.
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基于choquet积分的动态中性环境多准则决策建模
动态中性环境下的多属性决策问题是一个非常开放和有趣的研究领域,在现实生活中具有许多潜在的应用前景。近年来提出了动态区间值中性集的概念及其在动态决策中的应用,但所提出的操作中没有处理准则之间或偏好之间的相互依赖问题,无法很好地处理相互依赖问题。因此,详细地讨论了它的定义、数学运算及其性质。然后,定义了基于Choquet积分的动态区间值中性集之间的距离,并在此基础上建立了一个新的决策模型。本文以越南国立大学(VNU)讲师的绩效数据为基础,构建了该方法的实际应用,并对其进行了测试,以说明新建议的有效性。
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