计算机工程与应用
計算機工程與應用
계산궤공정여응용
COMPUTER ENGINEERING AND APPLICATIONS
2014年
12期
257-262
,共6页
智能制造%企业联盟%小世界网络%蚁群算法
智能製造%企業聯盟%小世界網絡%蟻群算法
지능제조%기업련맹%소세계망락%의군산법
intelligent manufacturing%enterprise alliance%small-world network%ant colony algorithm
全球化制造中分布式网络化模式正逐渐成为一种趋势。为解决异构化企业协同智能制造的问题,提出一种基于IMS的企业资源协同模型,根据企业资源的聚集性构造具有特征路径短、聚类度大的小世界网络,将企业制造单元或生产工序构建成小世界网络。在此基础上,研究针对此网络特性进行企业联盟路径的生成算法。实际应用中在订单属性驱动和多节点Agent代理下,构建基于IMS的协同模型,为解决企业联盟机制和多任务企业资源路径问题,采用改进蚁群算法和在小世界网络下进行问题求解。通过仿真实验结果表明该模型和方法的有效性和正确性。
全毬化製造中分佈式網絡化模式正逐漸成為一種趨勢。為解決異構化企業協同智能製造的問題,提齣一種基于IMS的企業資源協同模型,根據企業資源的聚集性構造具有特徵路徑短、聚類度大的小世界網絡,將企業製造單元或生產工序構建成小世界網絡。在此基礎上,研究針對此網絡特性進行企業聯盟路徑的生成算法。實際應用中在訂單屬性驅動和多節點Agent代理下,構建基于IMS的協同模型,為解決企業聯盟機製和多任務企業資源路徑問題,採用改進蟻群算法和在小世界網絡下進行問題求解。通過倣真實驗結果錶明該模型和方法的有效性和正確性。
전구화제조중분포식망락화모식정축점성위일충추세。위해결이구화기업협동지능제조적문제,제출일충기우IMS적기업자원협동모형,근거기업자원적취집성구조구유특정로경단、취류도대적소세계망락,장기업제조단원혹생산공서구건성소세계망락。재차기출상,연구침대차망락특성진행기업련맹로경적생성산법。실제응용중재정단속성구동화다절점Agent대리하,구건기우IMS적협동모형,위해결기업련맹궤제화다임무기업자원로경문제,채용개진의군산법화재소세계망락하진행문제구해。통과방진실험결과표명해모형화방법적유효성화정학성。
Distributed network model in the global manufacturing is becoming an obvious trend. This paper presents enter-prise resource collaborative model based on IMS(Intelligent Manufacturing System)to solve collaborative manufacturing among heterogeneous enterprises. Because of aggregation of enterprise resource the small world network is built which has a short length of characteristic path and evident attention of clustering. The small world networks can be described for units or procedures of enterprise. On this basis, resource route algorithms for enterprise alliance can be considered based on features of the network. In practical applications a collaborative model of the IMS is constructed under driver of orders’attributions and multi-agent. This system adopts ant colony optimization algorithm in small world network for solving mechanism and route of enterprise alliance. Experimental results show the feasibility and effectiveness of the models and the approach.