基于免疫遗传算法的医疗器械物流园区选址研究
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摘要
在新医改的大背景下,中国已经超过日本,成为世界第二大医疗器械市场。物流园区作为医疗供应链中重要的一环,其建设过程及选址规划的合理性都会对整个医疗器械市场起到举足轻重的影响。基于此,该文探讨了医疗器械物流园区选址的理论框架,分析了对园区选址的影响因素,建立医疗器械物流园区选址模型,并应用免疫遗传算法得出最优选址方案。
In the context of the new health care reform,China has overtaken Japan as the world's second largest medical device market. Logistics park is an important link in medical supply chain. The construction process and the rationality of site selection planning for logistics parks will have a significant impact on the whole medical device market. The theoretical framework of the siting of medical devices logistics parks is discussed and the influencing factors of the siting of logistics parks are analyzed. The siting model of medical devices logistics parks is established,and the optimal siting scheme based on the immune genetic algorithm is obtained.
In the context of the new health care reform,China has overtaken Japan as the world's second largest medical device market. Logistics park is an important link in medical supply chain. The construction process and the rationality of site selection planning for logistics parks will have a significant impact on the whole medical device market. The theoretical framework of the siting of medical devices logistics parks is discussed and the influencing factors of the siting of logistics parks are analyzed. The siting model of medical devices logistics parks is established,and the optimal siting scheme based on the immune genetic algorithm is obtained.
引文
[1]崔忠付.我国医疗器械物流发展问题与趋势分析[J].物流技术与应用,2015,20(11):50-51.
[2]胡卫平.建立区域性医疗器械物流中心的思考[J].南宁职业技术学院学报,2008(5):83-86.
[3]费腾,张立毅,韩应征,等.免疫蚁群算法在常规医疗器械配送路径优化中的应用[J].天津商业大学学报,2010,30(2):50-53+68.
[4]王枫红,陈炽坤.区域医疗器械和耗材物流配送信息平台的研发[J].中国制造业信息化,2012,41(15):27-30.
[5]张锦,王耀飞,李建生,等.283家医院医疗器械物流管理存在的问题分析及建议[J].中国医疗管理科学,2016,6(1):54-56.
[6]DOGAN O,BAHADIR G.Combining possibilistic linear programming and fuzzy AHP for solving the multiobjective capacitated multi-facility location problem[J].Information Sciences,2014,268(1):185-201.
[7]LIU H,ZHANG X H.Study on location selection of multi-objective emergency logistics on AHP[J].Procedia Engineering,2011,15:2128-2132.
[8]杨月锋.基于MBP神经网络的物流中心选址模型研究[J].物流工程与管理,2012,34(11):4-6.
[9]ZAK J,WEGLINSKi S.The selection of the logistics center location based on MCDM/A methodology[J].Transportation Research Procedia,2014,3(19):555-564.
[10]袁群,左奕.基于改进混合遗传算法的冷链物流配送中心选址优化[J].上海交通大学学报(自然科学版),2016,50(11):1795-1800.
[11]乔金友,朱胜杰,王春瑞.设施选址方法研究[J].物流技术,2015,34(1):22-25.
[12]刘成堃,贾涛,高琦丽,等.基于改进遗传算法的省级医疗中心选址研究[J].计算机工程与应用,2016,52(6):13-18+25.
[13]李蕾.基于遗传算法的城市物流中心选址问题研究[J].青海师范大学学报(自然科学版),2015,31(4):73-78.
[14]贺政纲,张法铭.基于系统动力学的医疗废弃物物流网络演变模型构建[J].交通运输工程与信息学报,2016,14(4):18-23.
[15]张斐,杨柳,吴迅.基于遗传算法的城市物流中心选址研究---以襄阳市为例[J].物流技术,2016,35(2):44-47.
[16]周思育,吕逸倩,於佳训,等.基于遗传算法的烟草物流配送中心选址问题[J].湖北工业大学学报,2018,33(5):65-67.
[2]胡卫平.建立区域性医疗器械物流中心的思考[J].南宁职业技术学院学报,2008(5):83-86.
[3]费腾,张立毅,韩应征,等.免疫蚁群算法在常规医疗器械配送路径优化中的应用[J].天津商业大学学报,2010,30(2):50-53+68.
[4]王枫红,陈炽坤.区域医疗器械和耗材物流配送信息平台的研发[J].中国制造业信息化,2012,41(15):27-30.
[5]张锦,王耀飞,李建生,等.283家医院医疗器械物流管理存在的问题分析及建议[J].中国医疗管理科学,2016,6(1):54-56.
[6]DOGAN O,BAHADIR G.Combining possibilistic linear programming and fuzzy AHP for solving the multiobjective capacitated multi-facility location problem[J].Information Sciences,2014,268(1):185-201.
[7]LIU H,ZHANG X H.Study on location selection of multi-objective emergency logistics on AHP[J].Procedia Engineering,2011,15:2128-2132.
[8]杨月锋.基于MBP神经网络的物流中心选址模型研究[J].物流工程与管理,2012,34(11):4-6.
[9]ZAK J,WEGLINSKi S.The selection of the logistics center location based on MCDM/A methodology[J].Transportation Research Procedia,2014,3(19):555-564.
[10]袁群,左奕.基于改进混合遗传算法的冷链物流配送中心选址优化[J].上海交通大学学报(自然科学版),2016,50(11):1795-1800.
[11]乔金友,朱胜杰,王春瑞.设施选址方法研究[J].物流技术,2015,34(1):22-25.
[12]刘成堃,贾涛,高琦丽,等.基于改进遗传算法的省级医疗中心选址研究[J].计算机工程与应用,2016,52(6):13-18+25.
[13]李蕾.基于遗传算法的城市物流中心选址问题研究[J].青海师范大学学报(自然科学版),2015,31(4):73-78.
[14]贺政纲,张法铭.基于系统动力学的医疗废弃物物流网络演变模型构建[J].交通运输工程与信息学报,2016,14(4):18-23.
[15]张斐,杨柳,吴迅.基于遗传算法的城市物流中心选址研究---以襄阳市为例[J].物流技术,2016,35(2):44-47.
[16]周思育,吕逸倩,於佳训,等.基于遗传算法的烟草物流配送中心选址问题[J].湖北工业大学学报,2018,33(5):65-67.