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基于多种群蚁群算法的大规模定制供应链调度
引用本文:张鹏,林杰,刘思伟. 基于多种群蚁群算法的大规模定制供应链调度[J]. 计算机工程, 2011, 37(7): 196-198. DOI: 10.3969/j.issn.1000-3428.2011.07.066
作者姓名:张鹏  林杰  刘思伟
作者单位:1. 同济大学经济与管理学院,上海,200092;西安理工大学经济与管理学院,西安,710054
2. 同济大学经济与管理学院,上海,200092
3. 内蒙古兰太实业股份有限公司,内蒙古,阿拉善,750336
基金项目:国家自然科学基金资助重点项目,国家"863"计划基金资助项目,新世纪优秀人才支持计划基金资助项目,上海市重点学科建设基金资助项目
摘    要:针对大规模定制供应链调度具有分布式和计算规模大的特点,引入多种群蚁群算法,设计分布式调度优化的模型,将多个进行寻优的蚁群分散到供应链的不同计算节点上。蚁群间既独立也协作、可发挥并行高效的特点,能满足大规模定制供应链调度的要求。根据多订单特点,利用供应链上分布的计算资源,对调度规模大而且复杂的供应商选择及企业间合作时序进行寻优,确定优化调度方案。实验证明,该算法具有较好的有效性、稳定性和订单适应能力。

关 键 词:大规模定制  供应链调度  蚁群算法  多种群蚁群

Mass Customization Supply Chain Schedule Based on Multiple Ant Colony Algorithm
ZHANG Peng,LIN Jie,LIU Si-wei. Mass Customization Supply Chain Schedule Based on Multiple Ant Colony Algorithm[J]. Computer Engineering, 2011, 37(7): 196-198. DOI: 10.3969/j.issn.1000-3428.2011.07.066
Authors:ZHANG Peng  LIN Jie  LIU Si-wei
Affiliation:1.School of Economics and Management,Tongji University,Shanghai 200092,China;2.School of Economics and Management,Xi’an University of Technology,Xi’an 710054,China;3.Inner Mongolia Lantai Industrial Co.,Ltd.,Alashan 750336,China)
Abstract:Deficiencies of existing Mass Customization(MC) supply chain schedule models are summarized.According to the characteristics of distributed schedule and large scaled computing,a MC supply chain schedule model is designed.Multiple ant colony algorithm is introduced to achieve this scheduling model.Collaborations among ant colonies distributed in different location of supply chain fully takes the advantages of whole computing resources of supply chain,obtained fairly solving speed,and fulfilled schedule requirements of multi-order including supplier selection and inter-enterprise schedule.Practical manufacture instance is used to prove the algorithm's validity,stability and order adaptability.
Keywords:Mass Customization(MC)  supply chain schedule  ant colony algorithm  multiple ant colony
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