个人信息Personal Information
教授
博士生导师
硕士生导师
主要任职:Director of Institute of Systems Engineering
其他任职:大连市数据科学与知识管理重点实验室主任
性别:男
毕业院校:大连理工大学
学位:博士
所在单位:系统工程研究所
学科:管理科学与工程. 系统工程
办公地点:经济管理学院D337室
联系方式:0411-84708007
电子邮箱:dlutguo@dlut.edu.cn
Deriving priority weights from intuitionistic multiplicative preference relations under group decision-making settings
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论文类型:期刊论文
发表时间:2017-12-01
发表刊物:JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY
收录刊物:SCIE、EI、SSCI、Scopus
卷号:68
期号:12
页面范围:1582-1599
ISSN号:0160-5682
关键字:intuitionistic multiplicative preference relation; consistency; group decision making; priority weight
摘要:The intuitionistic multiplicative preference relation (IMPR), which takes into account both the ratio degree to which an alternative is preferred to another and the ratio degree to which an alternative is non-preferred to another, is a useful tool for decision makers to elicit their preference information using Saaty's 1-9 scale. In this paper, we focus on group decision making with IMPRs. First, we analyze the flaws of the consistency definition of an IMPR in previous work and then propose a new definition to overcome the flaws. On this basis, a linear programming-based algorithm is developed to check and improve the consistency of an IMPR. Second, we discuss the relationships between an IMPR and a normalized intuitionistic multiplicative weight vector and develop two approaches to group decision making based on complete and incomplete IMPRs, respectively. Based on the proposed algorithm and approaches, a general framework for group decision making with IMPRs is proposed. Finally, some numerical examples are provided to demonstrate the proposed approaches. The results show that the proposed approaches can deal with group decision-making problems with IMPRs effectively.