计算机应用与软件2017，Vol.34Issue(11)：26-33,8.DOI:10.3969/j.issn.1000-386x.2017.11.005
基于综合模糊相似度的云制造需求一服务双向匹配
TWO-SIDED MATCHING MODEL OF REQUIREMENTS-SERVICE BASED ON COMPREHENSIVE FUZZY SIMILARITY IN CLOUD MANUFACTURING
摘要
Abstract
In order to solve the problem of service selection in cloud manufacturing environment and improve the matching accuracy of service and demand and the satisfaction of both supply and demand,this paper proposes a two-sided matching model of cloud manufacturing services based on the comprehensive fuzzy similarity.According to the description information of the service side and the demand side,combining with the functional and non-functional requirements,the description information of the supply and demand sides are two-sided multi attribute matched based on the matching mechanism.Considering the stability of matching,the similarity of multiple attribute information is solved by using fuzzy concept semantic similarity algorithm,intuitionistic fuzzy set algorithm and consistency coefficient method respectively.Then the comprehensive fuzzy similarity is calculated by the comprehensive weight method,and the best matching results are obtained.The example analysis and comparative study show that the matching model is feasible and effective,and it can accurately select both services for the users.关键词
云制造/综合模糊相似度/满意度/双向匹配Key words
Cloud manufacturing/Comprehensive fuzzy similarity/Satisfaction/Two-sided matching分类
信息技术与安全科学引用本文复制引用
胡雨,郭钢..基于综合模糊相似度的云制造需求一服务双向匹配[J].计算机应用与软件,2017,34(11):26-33,8.基金项目
国家自然科学基金项目(51375510) （51375510）
科技部国家科技支撑计划项目(2012BAH32F04). （2012BAH32F04）
