A maximizing dominance degree model based on trust relationships and TODIM method to reach group consensus

Author:

Liu Yicong1,Chu Junfeng12,Wang Yanyan3,Wang Yingming12

Affiliation:

1. College of Economics and Management, Fuzhou University, Fuzhou, China

2. Decision Sciences Institute, Fuzhou University, Fuzhou, China

3. College of Public Management, Fujian Agriculture and Forestry University, Fuzhou, China

Abstract

To obtain the suitable alternative(s) for the organization, this paper proposes a more practical method to solve the decision-making problems in society. That is combined with the TODIM (TOmada de decisão interativa multicrit e ´ rio). The maximizing dominance degree model to reach consensus is proposed with two following components: (1) constructing the complete trust relationships network; (2) the maximizing dominance degree feedback mechanism to reach group consensus. Therefore, firstly owing to the complexity of the trust relationships network, judging the direct and indirect trust propagation paths among the decision makers (DMs) to construct the complete trust relationships network and identifying the highest value of Trust Score (TS) as the leader is possible. Then identify the inconsistent DM based on the established consensus index. During the feedback process, inconsistent DMs adopt the feedback mechanism based on the dominance degree of the leader until the group consensus is reached. Later, the corresponding ranking result is calculated by the TODIM method. Finally, a numerical example is applied to illustrate the effectiveness and feasibility of the optimal model.

Publisher

IOS Press

Subject

Artificial Intelligence,General Engineering,Statistics and Probability

Reference50 articles.

1. Consensus reaching in social network group decision making: Research paradigms and challenges;Dong;Knowledge-Based Systems,2018

2. An optimal feedback model to prevent manipulation behaviours in consensus under social network group decision making;Wu;IEEE Transactions on Fuzzy Systems,2020

3. A mobile decision support system for dynamic group decision-making problems;Pérez;IEEE Transactions on Systems, Man, and Cybernetics – Part A: Systems and Humans,2010

4. A consensus model for group decision making with incomplete fuzzy preference relations;Herrera-Viedma;IEEE Transactions on Fuzzy Systems,2007

5. Decision-making in a fuzzy environment;Bellman;Management Science,1970

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3