基于鲁棒优化模型的农产品供销问题研究
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摘要
农产品的供销过程实质上就是农产品流通的过程,在区域农产品流通过程中往往会存在信息不对称的情况。由于农产品价格的季节性波动以及受外界环境的影响,对农产品的需求量很难做到准确的把握,但是可以根据历史经验知农产品的需求量满足一定的概率分布。基于此构建了农产品供销的鲁棒优化模型,并用对偶的方法得到了在不完全信息下的农产品供销模型的最优解。
The process of agricultural product supply and marketing essentially is the process of circulation of agricultural products,it exists a phenomenon in the process of regional agricultural products circulation information is asymmetric. Due to seasonal fluctuations in the prices of agricultural products and the impact of the external environment,it's hard to know exactly the demand of the agricultural products,but according to the historical experience,it can know the demand of agricultural products to satisfy the certain probability distribution. Based on this,the paper builds a robust optimization model of supply and marketing of agricultural products,and gets the best optimal solution of agricultural products supply and marketing model under the incomplete information with the dual method.
The process of agricultural product supply and marketing essentially is the process of circulation of agricultural products,it exists a phenomenon in the process of regional agricultural products circulation information is asymmetric. Due to seasonal fluctuations in the prices of agricultural products and the impact of the external environment,it's hard to know exactly the demand of the agricultural products,but according to the historical experience,it can know the demand of agricultural products to satisfy the certain probability distribution. Based on this,the paper builds a robust optimization model of supply and marketing of agricultural products,and gets the best optimal solution of agricultural products supply and marketing model under the incomplete information with the dual method.
引文
[1]曲亚萍.突发事件下应急资源管理的鲁棒决策研究[D].重庆:重庆大学,2014.
[2]刘希慧.基于鲁棒优化模型的农业资源配置研究[D].舟山:浙江海洋学院,2014.
[3]黄为.基于鲁棒优化的应急资源配置研究[D].西安:西安电子科技大学,2012.
[4]徐家旺,黄小原.鲁棒优化研究的新进展[J].中国企业运筹学,2007(1):14-20.
[5]朱丽,李春发.成本控制下考虑多商品物流配送线路安排的鲁棒优化模型[J],天津理工大学学报,2012(3):76-79.
[6]张玲,王晶,黄钧.不确定需求下应急资源配置的鲁棒优化方法[J].系统科学与数学,2010,30(10):1283-1292.
[7]张玲,董银红,张敏.基于情景分析的应急资源布局决策[J].系统工程,2014(3):137-142.
[8]寿涌毅,姚伟建.信息不确定下项目组合选择问题的鲁棒优化[J].系统工程,2009(7):90-95.
[9]陈新林,张双武.多供应商竞争下再制造闭环供应链鲁棒生产计划[J].系统工程,2010(4):41-47.
[10]Scarf H.A min-max Solution of an Inventory Problem[J].In:Arrow K,Karlin S,Scarf H(eds),Studies in the Mathematical Theory of Inventory and Production.California:Stanford University Press,1958:201-209.
[2]刘希慧.基于鲁棒优化模型的农业资源配置研究[D].舟山:浙江海洋学院,2014.
[3]黄为.基于鲁棒优化的应急资源配置研究[D].西安:西安电子科技大学,2012.
[4]徐家旺,黄小原.鲁棒优化研究的新进展[J].中国企业运筹学,2007(1):14-20.
[5]朱丽,李春发.成本控制下考虑多商品物流配送线路安排的鲁棒优化模型[J],天津理工大学学报,2012(3):76-79.
[6]张玲,王晶,黄钧.不确定需求下应急资源配置的鲁棒优化方法[J].系统科学与数学,2010,30(10):1283-1292.
[7]张玲,董银红,张敏.基于情景分析的应急资源布局决策[J].系统工程,2014(3):137-142.
[8]寿涌毅,姚伟建.信息不确定下项目组合选择问题的鲁棒优化[J].系统工程,2009(7):90-95.
[9]陈新林,张双武.多供应商竞争下再制造闭环供应链鲁棒生产计划[J].系统工程,2010(4):41-47.
[10]Scarf H.A min-max Solution of an Inventory Problem[J].In:Arrow K,Karlin S,Scarf H(eds),Studies in the Mathematical Theory of Inventory and Production.California:Stanford University Press,1958:201-209.