计算机工程与应用
計算機工程與應用
계산궤공정여응용
COMPUTER ENGINEERING AND APPLICATIONS
2014年
4期
18-23
,共6页
供应链协同%供应商评价指标体系%组合变异%改进的模糊C-均值聚类遗传算法%指标筛选
供應鏈協同%供應商評價指標體繫%組閤變異%改進的模糊C-均值聚類遺傳算法%指標篩選
공응련협동%공응상평개지표체계%조합변이%개진적모호C-균치취류유전산법%지표사선
supply chain collaboration%index system of supplier evaluation%combinational mutation%Improved Fuzzy C-means Clustering Genetic Algorithm(IFCMGA)%indictor screening
供应链协同已经成为供应链集团在与其他集团之间日趋激烈的竞争中创造竞争优势的势在必行的现代管理战略，供应商选择对供应链协同至关重要。通过控制进化种群划分与进化过程，利用压缩变异与Gauss变异设计一种组合变异方式，进而提出改进的模糊C-均值聚类遗传算法（IFCMGA）；在初步确定面向供应链协同的供应商评价指标后，利用IFCMGA算法对供应商协同能力评价指标进行分类，构建了面向供应链协同的供应商评价指标体系。结合模糊层次分析法与重要指标筛选法进行指标分析和筛选以及指标体系重构，以为供应商评价与选择提供科学决策依据。
供應鏈協同已經成為供應鏈集糰在與其他集糰之間日趨激烈的競爭中創造競爭優勢的勢在必行的現代管理戰略，供應商選擇對供應鏈協同至關重要。通過控製進化種群劃分與進化過程，利用壓縮變異與Gauss變異設計一種組閤變異方式，進而提齣改進的模糊C-均值聚類遺傳算法（IFCMGA）；在初步確定麵嚮供應鏈協同的供應商評價指標後，利用IFCMGA算法對供應商協同能力評價指標進行分類，構建瞭麵嚮供應鏈協同的供應商評價指標體繫。結閤模糊層次分析法與重要指標篩選法進行指標分析和篩選以及指標體繫重構，以為供應商評價與選擇提供科學決策依據。
공응련협동이경성위공응련집단재여기타집단지간일추격렬적경쟁중창조경쟁우세적세재필행적현대관리전략，공응상선택대공응련협동지관중요。통과공제진화충군화분여진화과정，이용압축변이여Gauss변이설계일충조합변이방식，진이제출개진적모호C-균치취류유전산법（IFCMGA）；재초보학정면향공응련협동적공응상평개지표후，이용IFCMGA산법대공응상협동능력평개지표진행분류，구건료면향공응련협동적공응상평개지표체계。결합모호층차분석법여중요지표사선법진행지표분석화사선이급지표체계중구，이위공응상평개여선택제공과학결책의거。
Supply Chain Collaboration(SCC)has become a modern imperative management strategy to prepare a supply chain group for the increasingly fierce competition with other supply chain groups to create competitive advantage. As for SCC, supplier selection has significant importance. Through controlling the division of evolutionary population and the evolutionary process, a combinational mutation is designed with the use of Compression Mutation(CM)and Gauss Mutation (GM)and Improved Fuzzy C-means Clustering Genetic Algorithm(IFCMGA)is further proposed. Through analyses and expert investigations, the supplier evaluation indicators for SCC are preliminarily determined. IFCMGA algorithm is applied to classify these supplier collaboration capability evaluation indicators and the index system of supplier evaluation for SCC is built up with the classification results. Combining Fuzzy Analytic Hierarchy Process(FAHP)and important indictor screening method, indicators are analyzed and screened with reconstructed index system so as to provide a scientific decision making basis for the evaluation and selection of suppliers.
