系统工程理论与实践
繫統工程理論與實踐
계통공정이론여실천
Systems Engineering—Theory & Practice
2009年
4期
176~183
,共null页
秦进 史峰 缪立新 谈贵军
秦進 史峰 繆立新 談貴軍
진진 사봉 무립신 담귀군
物流 多商品流 网络设计 库存决策 随机需求 组合模拟退火算法
物流 多商品流 網絡設計 庫存決策 隨機需求 組閤模擬退火算法
물류 다상품류 망락설계 고존결책 수궤수구 조합모의퇴화산법
logistics; multi-commodity; network design; inventory decision; stochastic demand; combined simulated annealing
提出一种将库存控制决策和设施选址模型相结合的优化方法,用来解决一类多商品物流网络优化设计问题,网络内的用户需求是随机的且服从正态分布,优化设计的目的是在满足一定服务水平的前提下,最小化物流网络内包括建设费用、储存费用和运输费用在内的总成本费用,建立了一个能同时描述设施选址决策和库存决策的多商品物流网络设计问题的非线性混合整数优化模型,并使用组合模拟退火算法对其进行求解分析,最后的算例计算结果验证了模型和算法的有效性.
提齣一種將庫存控製決策和設施選阯模型相結閤的優化方法,用來解決一類多商品物流網絡優化設計問題,網絡內的用戶需求是隨機的且服從正態分佈,優化設計的目的是在滿足一定服務水平的前提下,最小化物流網絡內包括建設費用、儲存費用和運輸費用在內的總成本費用,建立瞭一箇能同時描述設施選阯決策和庫存決策的多商品物流網絡設計問題的非線性混閤整數優化模型,併使用組閤模擬退火算法對其進行求解分析,最後的算例計算結果驗證瞭模型和算法的有效性.
제출일충장고존공제결책화설시선지모형상결합적우화방법,용래해결일류다상품물류망락우화설계문제,망락내적용호수구시수궤적차복종정태분포,우화설계적목적시재만족일정복무수평적전제하,최소화물류망락내포괄건설비용、저존비용화운수비용재내적총성본비용,건립료일개능동시묘술설시선지결책화고존결책적다상품물류망락설계문제적비선성혼합정수우화모형,병사용조합모의퇴화산법대기진행구해분석,최후적산례계산결과험증료모형화산법적유효성.
A simultaneous approach that incorporates inventory control decision into facility location model is proposed, which is used to solve the multi-commodity logistics network design problem. The retailers' demands are stochastic and normal distribution. The objective is to minimize the total cost that includes location costs and inventory costs and transportation costs under given service level. A non-linear mixed integer programming model which simultaneously described the inventory decision and the facility location decision is presented. The combined simulated annealing algorithm(CSA) is developed to solve the problem. The model and effectiveness of the algorithm are clarified by computational experiments.