工业技术经济
工業技術經濟
공업기술경제
INDUSTRIAL TECHNOLOGY & ECONOMY
2013年
12期
90-95
,共6页
供应链合作伙伴%三枝决策粗糙集%贝叶斯决策
供應鏈閤作夥伴%三枝決策粗糙集%貝葉斯決策
공응련합작화반%삼지결책조조집%패협사결책
partners in supply chains%three-way decision rough sets%Bayesian decision
选择合适的合作伙伴对提升供应链竞争力具有重要的战略意义。选择合作伙伴的常见方法有:线性加权法、数学规划法和层次分析法等,在存在噪声的实际决策环境中,大多数评价和选择方法缺乏对误分类的容错能力。本文根据三枝决策粗糙集理论,提出了一种新的方法来选择合作伙伴。该方法引入了最小风险贝叶斯决策理论,采用定量的概率包含关系来度量对象集合相对于目标概念的隶属度(条件概率),找出最小期望风险的决策,将其作为划分正域、负域和边界域的基本依据。本文给出了该方法的具体步骤,并通过算例对其有效性进行了验证。
選擇閤適的閤作夥伴對提升供應鏈競爭力具有重要的戰略意義。選擇閤作夥伴的常見方法有:線性加權法、數學規劃法和層次分析法等,在存在譟聲的實際決策環境中,大多數評價和選擇方法缺乏對誤分類的容錯能力。本文根據三枝決策粗糙集理論,提齣瞭一種新的方法來選擇閤作夥伴。該方法引入瞭最小風險貝葉斯決策理論,採用定量的概率包含關繫來度量對象集閤相對于目標概唸的隸屬度(條件概率),找齣最小期望風險的決策,將其作為劃分正域、負域和邊界域的基本依據。本文給齣瞭該方法的具體步驟,併通過算例對其有效性進行瞭驗證。
선택합괄적합작화반대제승공응련경쟁력구유중요적전략의의。선택합작화반적상견방법유:선성가권법、수학규화법화층차분석법등,재존재조성적실제결책배경중,대다수평개화선택방법결핍대오분류적용착능력。본문근거삼지결책조조집이론,제출료일충신적방법래선택합작화반。해방법인입료최소풍험패협사결책이론,채용정량적개솔포함관계래도량대상집합상대우목표개념적대속도(조건개솔),조출최소기망풍험적결책,장기작위화분정역、부역화변계역적기본의거。본문급출료해방법적구체보취,병통과산례대기유효성진행료험증。
It is of great importance to select appropriate partners to promote the competence of supply chains . The common selection approaches includes linear weighting , mathematical planning , AHP , etc . In real decision problems with noise , many of the above evalu-ation and selection approaches are lack of fault tolerance for incorrect classification . This paper proposes a three -way decision approach to the selection of partners based on decision-theoretic rough sets . It introduces Bayesian decision theory for the minimization of risks . It measures the membership , namely conditional probabilities , of the objectives by adopting quantitative probability inclusion relationship . The minimized expected risk provides the principle for the classification of positive , negative and boundary regions . Detailed steps are pro-posed . The validity of the approach is demonstrated by an example .