重庆理工大学学报(自然科学版)
重慶理工大學學報(自然科學版)
중경리공대학학보(자연과학판)
JOURNAL OF CHONGQING INSTITUTE OF TECHNOLOGY
2014年
9期
92-97
,共6页
生猪%绿色供应链%自组织映射神经网络%绩效评价
生豬%綠色供應鏈%自組織映射神經網絡%績效評價
생저%록색공응련%자조직영사신경망락%적효평개
live pig%Green Supply Chain%SOM Neural Network%performance evaluation
遵循绩效评价指标选取原则,在选择生猪绿色供应链业务流程执行水平、运作绩效水平、节点企业绩效水平和绿色水平4个维度的基础上,构建了生猪绿色供应链绩效评价指标体系。然后利用自组织映射神经网络Matlab软件建立了SOM模型,并使用该模型对生猪绿色供应链绩效评价数据进行聚类分析,得出的聚类结果和特征即为绩效评价结果和绩效特征。实证分析结果表明:该方法可以对生猪绿色供应链绩效进行客观、准确的评价,从而为生猪绿色供应链绩效评价提供了一种新的途径。最后提出了发展生猪绿色供应链的相关建议。
遵循績效評價指標選取原則,在選擇生豬綠色供應鏈業務流程執行水平、運作績效水平、節點企業績效水平和綠色水平4箇維度的基礎上,構建瞭生豬綠色供應鏈績效評價指標體繫。然後利用自組織映射神經網絡Matlab軟件建立瞭SOM模型,併使用該模型對生豬綠色供應鏈績效評價數據進行聚類分析,得齣的聚類結果和特徵即為績效評價結果和績效特徵。實證分析結果錶明:該方法可以對生豬綠色供應鏈績效進行客觀、準確的評價,從而為生豬綠色供應鏈績效評價提供瞭一種新的途徑。最後提齣瞭髮展生豬綠色供應鏈的相關建議。
준순적효평개지표선취원칙,재선택생저록색공응련업무류정집행수평、운작적효수평、절점기업적효수평화록색수평4개유도적기출상,구건료생저록색공응련적효평개지표체계。연후이용자조직영사신경망락Matlab연건건립료SOM모형,병사용해모형대생저록색공응련적효평개수거진행취류분석,득출적취류결과화특정즉위적효평개결과화적효특정。실증분석결과표명:해방법가이대생저록색공응련적효진행객관、준학적평개,종이위생저록색공응련적효평개제공료일충신적도경。최후제출료발전생저록색공응련적상관건의。
In complying with the principle of performance evaluation and four dimensions,the paper chooses four dimensions,including the business process execution level of Green Supply Chain for Pig Industry,operational performance level,performance level of node enterprise and green level,to build the performance evaluation of Green Supply Chain for Pig Industry.Then after building a SOM model by the self-organizing map neural network Matlab software,the paper uses this model to perform data clustering analysis for Green Supply Chain for Pig Industry,and obtains the clustering results and characteristics,namely performance evaluation results and performance characteristics.The results show that the method can objectively and accurately evaluate the performance evaluation of Green Sup-ply Chain for Pig Industry.Therefore,a new way is provided for the performance evaluation of Green Supply Chain for Pig Industry,and the paper comes up with the suggestions for the promotion of the green live pig supply chain.