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基于灰色关联分析的双边公平匹配决策模型及应用 预览 被引量:10

Two-Sided Fair Matching Decision-Making Method and Application Based on Grey Incidence Analysis
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摘要 稳定性、公平性和满意性是衡量匹配方案优劣的重要依据,其直接影响和决定着匹配决策的质量和效率。针对含有灰色、模糊等不确定信息的双边匹配决策问题,运用灰色关联分析方法,从匹配主体的满意度、匹配方案的稳定性和公平性整体视角,构建基于满意度最大、满意度偏差最小的双边匹配决策多目标优化模型,并采用模拟植物生长算法,求解最优匹配方案,利用模型解决江苏省技术知识供需匹配问题。 The stability,fairness and satisfaction are the important basis of measuring the pros and cons of the matching schemes,and they directly influence and determine the quality and efficiency of matching decision-making.With respect to the two-sided matching decision-making problems with grey and fuzzy information,from the angle of the satisfaction degree of matching stakeholders,and the stabilities and fairness of matching schemes,the thought and method of grey incidence analysis is exploited to establish a novel two-sided fair matching decision-making model.In this paper,to begin with,some concepts such as matching information system,ideal objects,satisfaction coefficient and fair matching are defined,and then grey incidence analysis is utilized to construct a two-sided fair matching decision-making multi-objective optimal model based on the satisfaction degree maximization and distance deviation minimum,and then Plant Growth Algorithm is exploited to solve the matching schemes;finally,the proposed model is exploited to deal with the real problem of the matching supply and demand of technological knowledge in Jiangsu Province.
作者 刘勇 熊晓旋 全冰婷 LIU Yong, XIONG Xiaoxuan ,QUAN Bingting (Jiangnan University, Wuxi, Jiangsu, China)
机构地区 江南大学商学院
出处 《管理学报》 CSSCI 北大核心 2017年第1期86-92,共7页 Chinese JOurnal of Management
基金 国家自然科学基金资助项目(71503103) 中央高校基本科研业务费专项基金资助项目(2015JDZD04) 江苏省社会科学基金资助项目(14GLC008) 江苏省自然科学基金资助项目(BK20150157) 江苏省研究生培养创新工程资助项目(SJLX16_0489)
关键词 不确定信息 双边匹配 公平性 灰色关联分析 uncertain information two-sided matching fairness grey incidence analysis
作者简介 通讯作者:刘勇(1985-),男,河南平舆人。江南大学(江苏省无锡市214122)商学院副教授,博士。研究方向为决策分析。E—mail:clly1985528@163.com
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