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检索条件"主题词=Approximate Dynamic Programming"
979 条 记 录,以下是291-300 订阅
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dynamic surgery management under uncertainty
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EUROPEAN JOURNAL OF OPERATIONAL RESEARCH 2023年 第2期309卷 832-844页
作者: Gokalp, E. Gulpinar, N. Doan, V. X. Univ Bath Sch Management Bath BA2 7AY England Univ Warwick Warwick Business Sch Coventry CV4 7AL England
Real-time surgery management involves a complex and dynamic decision-making process. The duration of surgeries in many cases cannot be known until the surgery has actually been completed. Furthermore, disruptions such... 详细信息
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GOPS:A general optimal control problem solver for autonomous driving and industrial control applications
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Communications in Transportation Research 2023年 第1期3卷 92-106页
作者: Wenxuan Wang Yuhang Zhang Jiaxin Gao Yuxuan Jiang Yujie Yang Zhilong Zheng Wenjun Zou Jie Li Congsheng Zhang Wenhan Cao Genjin Xie Jingliang Duan Shengbo Eben Li School of Vehicle and Mobility Tsinghua UniversityBeijing100084China
Solving optimal control problems serves as the basic demand of industrial control *** methods like model predictive control often suffer from heavy online computational *** learning has shown promise in computer and b... 详细信息
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Capacity planning in a decentralized autologous cell therapy manufacturing network for low-cost resilience
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FLEXIBLE SERVICES AND MANUFACTURING JOURNAL 2023年 第2期35卷 295-319页
作者: Li, Junxuan White, Chelsea C. Microsoft Corp Redmond WA 98052 USA Georgia Inst Technol Atlanta GA 30332 USA
The goals for increased patient access and fast fulfillment have motivated considerable interest in autologous cell therapy manufacturing networks having multiple and geographically distributed manufacturing facilitie... 详细信息
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The Exponomial Choice Model for Assortment Optimization: An Alternative to the MNL Model?
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MANAGEMENT SCIENCE 2023年 第5期69卷 2814-2832页
作者: Aouad, Ali Feldman, Jacob Segev, Danny London Business Sch London NW1 4SA England Washington Univ Olin Business Sch St Louis MO 63130 USA Tel Aviv Univ Dept Stat & Operat Res IL-69978 Tel Aviv Israel
In this paper, we consider the yet-uncharted assortment optimization problem under the exponomial choice model, in which the objective is to determine the revenue-maximizing set of products that should be offered to c... 详细信息
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Approximation Benefits of Policy Gradient Methods with Aggregated States
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MANAGEMENT SCIENCE 2023年 第11期69卷 6898-6911页
作者: Russo, Daniel Columbia Univ Grad Sch Business New York NY 10027 USA
Folklore suggests that policy gradient can be more robust to misspecification than its relative, approximate policy iteration. This paper studies the case of state-aggregated representations, in which the state space ... 详细信息
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Optimal Tracking Control for Ship Course Using approximate dynamic programming Method
Optimal Tracking Control for Ship Course Using Approximate D...
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第三十二届中国控制会议
作者: XIE Qingqing LUO Bin TAN Fuxiao School of Computer Science and Technology Anhui University Key Laboratory of Intelligent Computing & Signal Processing Ministry of EducationAnhui University School of Computer and Information Fuyang Teachers college
dynamic programming(DP) is not a useful tool for solving many control problems because of its complexity in computation. In this paper,we propose approximate dynamic programming(ADP) optimal control strategy for ship ... 详细信息
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Reinforcement learning for healthcare operations management: methodological framework, recent developments, and future research directions
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HEALTH CARE MANAGEMENT SCIENCE 2025年 1-36页
作者: Wu, Qihao Han, Jiangxue Yan, Yimo Kuo, Yong-Hong Shen, Zuo-Jun Max Univ Hong Kong Dept Data & Syst Engn Hong Kong Peoples R China Univ Hong Kong Fac Engn Hong Kong Peoples R China Univ Hong Kong Business Sch Hong Kong Peoples R China Univ Calif Berkeley Dept Ind Engn & Operat Res Berkeley CA USA
With the advancement in computing power and data science techniques, reinforcement learning (RL) has emerged as a powerful tool for decision-making problems in complex systems. In recent years, the research on RL for ... 详细信息
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Reinforcement learning versus data-driven dynamic programming: a comparison for finite horizon dynamic pricing markets
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JOURNAL OF REVENUE AND PRICING MANAGEMENT 2025年 1-17页
作者: Lange, Fabian Dreessen, Leonard Schlosser, Rainer Univ Potsdam Hasso Plattner Inst Potsdam Germany
Revenue management (RM) plays a vital role to optimize sales processes in real-life applications under incomplete information. The prediction of consumer demand and the anticipation of price reactions of competitors b... 详细信息
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Microgrid Energy Management based on approximate dynamic programming
Microgrid Energy Management based on Approximate Dynamic Pro...
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4th IEEE/PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)
作者: Strelec, Martin Berka, Jan Honeywell Spol Sro Honeywell Prague Lab Prague Czech Republic
Microgrid energy management stands for challenging optimization problem where continuous (economic dispatch) and discrete optimization (unit commitment) tasks are solved. Often Microgrid optimization leads to complex ... 详细信息
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approximate dynamic programming Based Controller Design Using an Improved Learning Algorithm with Application to Tracking Control of Aircraft
Approximate Dynamic Programming Based Controller Design Usin...
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2013年中国智能自动化学术会议
作者: Xiong Luo Yuchao Zhou Zengqi Sun School of Computer and Communication Engineering University of Science and Technology Beijing(USTB) Beijing Key Laboratory of Knowledge Engineering for Materials Science Key Laboratory of Knowledge Engineering for Materials Science Department of Computer Science and Technology Tsinghua University
The strategy using approximate/adaptive dynamic programming(ADP) has been widely used to design a learning controller for complex systems of higher dimension in recent *** paper aims at handling an important problem i... 详细信息
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