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《Industrial Engineering and Management》 2009-01
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Model and Algorithm Based on Markov Decision Process for Stochastic Inventory Routing Problem

WU Xiu-huan,LI Yan-hui(Department of Information Management,Huazhong Normal University,Wuhan 430079,China)  
Considering the Markovian and stochastic characteristics of the stochastic inventory routing problem and according to its reality,it is described as a Markov decision process.Based on the direct distribution routing that constitutes the original strategy and gained by solving a nonlinear knapsack problem,a local search algorithm to optimize the original strategy is proposed.The algorithm is validated by instance,and the result indicates it is practicability and validity.
【Fund】: 教育部人文社会科学研究项目(05JC630074);; 国家自然科学基金资助项目(70871050)
【CateGory Index】: F253.4;F224
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【Citations】
Chinese Journal Full-text Database 2 Hits
1 ZHAO Da,LI Jun,MA Dan-Xiang(School of Economics and Management,Southwest Jiaotong University,Chengdu 610031,China);An Algorithm for Stochastic Demand Inventory Routing Problem[J];Systems Engineering;2006-05
2 ZHAO Da,LI Jun,LI Yan-feng,SUN Bin-feng(School of Economics and Management,Southwest Jiaotong University,Chengdu 610031,China);Inventory Routing Problem with Stochastic Demand:Research Status and Prospect[J];Systems Engineering;2007-08
【Co-citations】
Chinese Journal Full-text Database 6 Hits
1 ZHAO Da,LI Jun,LI Yan-feng,SUN Bin-feng(School of Economics and Management,Southwest Jiaotong University,Chengdu 610031,China);Inventory Routing Problem with Stochastic Demand:Research Status and Prospect[J];Systems Engineering;2007-08
2 LIU Li-hui,YE Chun-ming(School of Business,University of Shanghai for Science and Technology,Shanghai 200093,China);Analyzing and Modeling the Optimization Problem of the Delivery System in Many-one Distribution Network[J];Systems Engineering;2009-04
3 LI Yanhui WU Xiuhuan(Huazhong Normal University,Wuhan,China);Review on Inventory Routing Problem in Integrated Logistic Management[J];Chinese Journal of Management;2009-04
4 Liu Li-hui,Ye Chun-ming (Business School,University of Shanghai for Science and Technology,Shanghai 200093,China);Review of Inventory Routing Problem[J];Industrial Engineering Journal;2009-03
5 LIU Lihui,YE Chunming(School of Management,University of Shanghai for Science and Technology,Shanghai 200093,China);Modeling and Algorithm for Inventory-transport Integrated Optimization Problem in Many-one Distribution Network[J];Journal of Highway and Transportation Research and Development;2009-10
6 LIU Lihui,YE Chunming(School of Management,University of Shanghai for Science and Technology,Shanghai 200093,China);Three Policies of Inventory Routing Problem[J];Journal of Highway and Transportation Research and Development;2009-12
【Secondary Citations】
Chinese Journal Full-text Database 2 Hits
1 Li Jun;A Heuristic for Vehicle Routing with Time Windows[J];Systems Engineering;1996-05
2 ZHAO Da,LI Jun,MA Dan-Xiang(School of Economics and Management,Southwest Jiaotong University,Chengdu 610031,China);An Algorithm for Stochastic Demand Inventory Routing Problem[J];Systems Engineering;2006-05
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