首页> 外文OA文献 >Three-Way Decisions with Interval-Valued Intuitionistic Fuzzy Decision-Theoretic Rough Sets in Group Decision-Making
【2h】

Three-Way Decisions with Interval-Valued Intuitionistic Fuzzy Decision-Theoretic Rough Sets in Group Decision-Making

机译:群体决策中的间隔估值直觉模糊决策 - 理论粗糙集的三种决策

代理获取
本网站仅为用户提供外文OA文献查询和代理获取服务,本网站没有原文。下单后我们将采用程序或人工为您竭诚获取高质量的原文,但由于OA文献来源多样且变更频繁,仍可能出现获取不到、文献不完整或与标题不符等情况,如果获取不到我们将提供退款服务。请知悉。

摘要

In this article, we demonstrate how interval-valued intuitionistic fuzzy sets (IVIFSs) can function as extended intuitionistic fuzzy sets (IFSs) using the interval-valued intuitionistic fuzzy numbers (IVIFNs) instead of precision numbers to describe the degree of membership and non-membership, which are more flexible and practical in dealing with ambiguity and uncertainty. By introducing IVIFSs into three-way decisions, we provide a new description of the loss function. Thus, we firstly propose a model of interval-valued intuitionistic fuzzy decision-theoretic rough sets (IVIFDTRSs). According to the basic framework of IVIFDTRSs, we design a strategy to address the IVIFNs and deduce three-way decisions. Then, we successfully extend the results of IVIFDTRSs from single-person decision-making to group decision-making. In this situation, we adopt a grey correlation accurate weighted determining method (GCAWD) to compute the weights of decision-makers, which integrates the advantages of the accurate weighted determining method and grey correlation analysis method. Moreover, we utilize the interval-valued intuitionistic fuzzy weighted averaging (IIFWA) operation to count the aggregated scores and the accuracies of the expected losses. By comparing these scores and accuracies, we design a simple and straightforward algorithm to deduce three-way decisions for group decision-making. Finally, we use an illustrative example to verify our results.
机译:在本文中,我们演示了使用间隔值直觉模糊数字(IVIFNS)而不是精确数字来用作延伸的直觉模糊集(IFSS)来计算间隔值的直觉模糊集(IVIFS)来描述成员资格和非会员资格,在处理歧义和不确定性方面更加灵活和实用。通过将IVIF介绍为三元决策,我们提供了丢失功能的新描述。因此,我们首先提出了一种间隔值的直觉模糊决策 - 理论粗糙集(IVIFDTRS)的模型。根据IVIFDTRSS的基本框架,我们设计一种解决IVIFNS并推断三通决策的策略。然后,我们成功将IVIFDTRS的结果从单人决策中扩展到组决策。在这种情况下,我们采用灰色相关精确加权确定方法(GCAWD)来计算决策者的权重,这集成了精确的加权确定方法和灰色相关分析方法的优点。此外,我们利用间隔值的直觉模糊加权平均(IIFWA)操作来计算聚合的分数和预期损失的精度。通过比较这些分数和准确性,我们设计了一种简单而简单的算法,为群体决策推导出三元决策。最后,我们使用说明性示例来验证我们的结果。

著录项

  • 作者

    Dajun Ye; Decui Liang; Pei Hu;

  • 作者单位
  • 年度 2018
  • 总页数
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类

相似文献

  • 外文文献
  • 中文文献
  • 专利
代理获取

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号