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检索条件"主题词=approximate dynamic programming algorithms"
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New approximate dynamic programming algorithms for large-scale undiscounted Markov decision processes and their application to optimize a production and distribution system
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EUROPEAN JOURNAL OF OPERATIONAL RESEARCH 2016年 第1期249卷 22-31页
作者: Ohno, Katsuhisa Boh, Toshitaka Nakade, Koichi Tamura, Takayoshi Aichi Inst Technol Fac Business Adm Chikusa Ku Nagoya Aichi 4640044 Japan Corp Information Syst Co Panason Co Sales SCM Grp Mkt & Logist Solut Business Unit Kadoma Osaka 5718686 Japan Nagoya Inst Technol Nagoya Aichi 4668555 Japan
Undiscounted Markov decision processes (UMDP's) can formulate optimal stochastic control problems that minimize the expected total cost per period for various systems. We propose new approximate dynamic programmin... 详细信息
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dynamic Inventory Repositioning in On-Demand Rental Networks
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MANAGEMENT SCIENCE 2022年 第11期68卷 7861-7878页
作者: Benjaafar, Saif Jiang, Daniel Li, Xiang Li, Xiaobo Univ Minnesota Dept Ind & Syst Engn Minneapolis MN 55455 USA Univ Pittsburgh Dept Ind Engn Pittsburgh PA 15261 USA Amazon Res & Dev R&D Seattle WA USA Natl Univ Singapore Dept Ind Syst Engn & Management Singapore 117576 Singapore
We consider a rental service with a fixed number of rental units distributed across multiple locations. The units are accessed by customers without prior reservation and on an on-demand basis. Customers can decide on ... 详细信息
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