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Two-Sided Matching Decision Method Based On Different Types Of Evaluation Information And Its Application

Posted on:2020-03-03Degree:MasterType:Thesis
Country:ChinaCandidate:Y H ZhangFull Text:PDF
GTID:2439330596985289Subject:Management Science and Engineering
Abstract/Summary:PDF Full Text Request
The problem of two-sided matching decision-making comes from a broad realistic background,and is widely used in many fields such as real economy and management.For example,in the consideration of bilateral waiting time,the problem of the network car sharing,the choice's problem between suppliers and customers in the e-commerce environment,considering the intermediary of the public rental housing matching problem.With the rapid development of the market economy,a series of profound changes will occur in all aspects of the social economy,and new problems will arise in the issue of two-sided matching decision-making.At present,the society is constantly improving,the degree of social informatization is deepening,the operation of each field has become more refined,and the requirements for matching objects are more diverse and complicated.Therefore,it is very necessary to study the two-sided matching theory under the new situation.Firstly,the thesis analyzes the related literatures,and describes the concepts,key points,processes and various types of evaluation indicators of the concept and method of two-sided matching decision.Secondly,it defines the situation of a type of evaluation information.A multi-index bilateral matching decision model based on language evaluation type and intuitionistic fuzzy number information type is proposed,and the corresponding solving method is given.The rationality of the model is demonstrated by different cases.Again,for 0-1 eigen type,interval number type,language evaluation type,triangular fuzzy number type and intuitionistic fuzzy number type,by calculating the distance between the expected level and the actual level of each indicator and defining according to the principle of reciprocal maximization matching satisfaction,a multi-index two-sided matching decision model with multiple types of evaluation information is proposed.Finally,using multi-index two-sided matching decision model of multiple types of evaluation information,the matching problem of logistics service supply and demand is studied,and the validity of the model is verified and advanced.The theories and methods proposed in this paper can solve a large number of practical problems in two-sided matching decision-making,including the two-sided matching decision-making problem between job seekers and recruitment posts,the decision-making problem of male-female marriage matching,the two-sided matching decision-making problem of logistics service supply and demand matching,etc.Go to other decision problems with two-sided matching decision characteristics.The proposed method enriches and develops the two-sided matching theory and method,and provides a theoretical framework and direction guidance for further research on two-sided matching decision problems.
Keywords/Search Tags:Two-sided matching, Matching satisfaction degree, Evaluation index, Optimization model
PDF Full Text Request
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