工业工程
工業工程
공업공정
Industrial Engineering Journal
2014年
5期
93~98
,共null页
雷涛 屈挺 聂笃宪 黄国全
雷濤 屈挺 聶篤憲 黃國全
뢰도 굴정 섭독헌 황국전
产能约束 需求不确定 供应链优化配置 改进遗传算法
產能約束 需求不確定 供應鏈優化配置 改進遺傳算法
산능약속 수구불학정 공응련우화배치 개진유전산법
capacity constraint;demand uncertainty;supply chain optimization configuration;improved genetic algorithm
针对具有产能约束的多级装配型供应链优化配置问题,在考虑安全库存与产能约束、净补货时间关系基础上,研究最优供应商选择和交货期设置方法。面向不确定需求,建立对具有最大产能约束的供应链优化配置混合规划数学模型,并提出一种有较高求解精度的改进遗传算法求解。研究结果表明:在价格和时间不具有优势的情况下,供应链应该避免选择剩余产能小的供应商;在需求波动较大的情况下,为节点设定宽松的交货期往往能够降低供应链成本。
針對具有產能約束的多級裝配型供應鏈優化配置問題,在攷慮安全庫存與產能約束、淨補貨時間關繫基礎上,研究最優供應商選擇和交貨期設置方法。麵嚮不確定需求,建立對具有最大產能約束的供應鏈優化配置混閤規劃數學模型,併提齣一種有較高求解精度的改進遺傳算法求解。研究結果錶明:在價格和時間不具有優勢的情況下,供應鏈應該避免選擇剩餘產能小的供應商;在需求波動較大的情況下,為節點設定寬鬆的交貨期往往能夠降低供應鏈成本。
침대구유산능약속적다급장배형공응련우화배치문제,재고필안전고존여산능약속、정보화시간관계기출상,연구최우공응상선택화교화기설치방법。면향불학정수구,건립대구유최대산능약속적공응련우화배치혼합규화수학모형,병제출일충유교고구해정도적개진유전산법구해。연구결과표명:재개격화시간불구유우세적정황하,공응련응해피면선택잉여산능소적공응상;재수구파동교대적정황하,위절점설정관송적교화기왕왕능구강저공응련성본。
The configuration problem of multi-echelon supply chain with limited production capacity is dis-cussed .Based on the relationship of safety stock with respect to both the production capacity and net replenishment time , the supplier selection and the corresponding service times are optimized .A mixed integer programming model has been proposed for solving the supply chain configuration problem under uncer -tain market demands and limited production capacity , while an improved Genetic Algorithm with higher so-lution precision is adopted for problem solving .Two observations have been obtained from the results . First, a supply chain should avoid selecting those suppliers with smaller remaining capacities yet without advantageous prices and service times .Second , in case of highly fluctuated demands , a supply chain should allow broader lead time ranges for suppliers to achieve lower SCC ( supply chain configuration ) cost.