运筹与管理
運籌與管理
운주여관리
Operations Research and Management Science
2015年
4期
128-136
,共9页
动态供应商选择%模糊机会约束%混合整数非线性规划%可信性理论
動態供應商選擇%模糊機會約束%混閤整數非線性規劃%可信性理論
동태공응상선택%모호궤회약속%혼합정수비선성규화%가신성이론
dynamic supplier selection%fuzzy chance constrained%mixed-integer non-linear program%credibility theory
基于供应商选择问题的动态性和模糊性,考虑在每个周期内生产商的需求能力及供应商的供应能力为模糊变量,本文将一个多阶段多商品多渠道的供应商选择问题视为一个0-1混合整数模糊动态非线性规划问题,目标函数为总成本最小化。然后建立了0-1混合整数模糊动态非线性规划模型。为了求解该模型,通过可信性理论把模型中模糊机会约束清晰化,将该模型转化为一个确定型的0-1混合整数动态非线性规划模型。最后给出了一个数值算例验证了模型的可行性。
基于供應商選擇問題的動態性和模糊性,攷慮在每箇週期內生產商的需求能力及供應商的供應能力為模糊變量,本文將一箇多階段多商品多渠道的供應商選擇問題視為一箇0-1混閤整數模糊動態非線性規劃問題,目標函數為總成本最小化。然後建立瞭0-1混閤整數模糊動態非線性規劃模型。為瞭求解該模型,通過可信性理論把模型中模糊機會約束清晰化,將該模型轉化為一箇確定型的0-1混閤整數動態非線性規劃模型。最後給齣瞭一箇數值算例驗證瞭模型的可行性。
기우공응상선택문제적동태성화모호성,고필재매개주기내생산상적수구능력급공응상적공응능력위모호변량,본문장일개다계단다상품다거도적공응상선택문제시위일개0-1혼합정수모호동태비선성규화문제,목표함수위총성본최소화。연후건립료0-1혼합정수모호동태비선성규화모형。위료구해해모형,통과가신성이론파모형중모호궤회약속청석화,장해모형전화위일개학정형적0-1혼합정수동태비선성규화모형。최후급출료일개수치산례험증료모형적가행성。
Business of any organization is continuous process and therefore supplier selection problem is dynamic in nature.And firm’ s demand and supplier’ s capacity for each part changes over time due to market fluctuation and customer demand.Thus supplier selection problem is also fuzzy in real practice.Based on dynamic and fuzziness in nature on supplier selection problem, considering supplier’ s capacity and manufacturer’ s demand for fuzzy variables in every time period, in this paper, the supplier selection problem for multi-period, multi-parts, and multi-source is considered as a 0-1 mixed integer fuzzy dynamic non-linear programming problem, objective function is minimization of total costs.And then a 0-1 mixed integer fuzzy dynamic non-linear program model is proposed.In order to solve this fuzzy dynamic model, the model is transformed into a deterministic 0-1 mixed integer dynamic non-linear model by converting fuzzy chance constraints to their respective deterministic equivalent formulation by Credibility Theory.A numerical example is illustrated to show that the proposed model is feasible and effective.