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检索条件"主题词=Approximate Dynamic Programming"
979 条 记 录,以下是251-260 订阅
排序:
Adaptive stochastic lookahead policies for dynamic multi-period purchasing and inventory routing
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EUROPEAN JOURNAL OF OPERATIONAL RESEARCH 2024年 第3期318卷 1028-1041页
作者: Cuellar-Usaquen, Daniel Ulmer, Marlin W. Gomez, Camilo Alvarez-Martinez, David Univ Los Andes Cra 1 N 18A-12 Bogota 111711 Colombia Otto von Guericke Univ Univ Pl 2 D-39106 Magdeburg Germany
We explore a problem faced by agri-food e-commerce platforms in purchasing different, perishable products and collecting them from multiple producers and delivering them to a single warehouse, aiming to maintain adequ... 详细信息
来源: 评论
approximate optimal and safe coordination of nonlinear second-order multirobot systems with model uncertainties
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ISA TRANSACTIONS 2024年 149卷 155-167页
作者: Guo, Yaohua Huang, He Northwestern Polytech Univ 127 Youyi Rd Xian 710072 Shaanxi Peoples R China
This paper investigates the approximate optimal coordination for nonlinear uncertain second -order multirobot systems with guaranteed safety (collision avoidance) Through constructing novel local error signals, the co... 详细信息
来源: 评论
Math-based reinforcement learning for the adaptive budgeted influence maximization problem
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NETWORKS 2024年 第3期83卷 547-569页
作者: Fadda, Edoardo Di Corso, Evelina Brusco, Davide Aelenei, Vlad Stefan Rares, Alexandru Balan Politecn Torino Dept Math Sci Turin Italy ISIRES Ist Italiano Ric & Sviluppo Turin Italy Politecn Torino Dept Math Sci Corso Duca Abruzzi 24 I-10129 Turin Italy
In social networks, the influence maximization problem requires selecting an initial set of nodes to influence so that the spread of influence can reach its maximum under certain diffusion models. Usually, the problem... 详细信息
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A Q-Learning Algorithm to Solve the Two-Player Zero-Sum Game Problem for Nonlinear Systems
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INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING 2025年 第3期39卷 566-581页
作者: Islam, Afreen Chen, Anthony Siming Herrmann, Guido Univ Manchester Dept Elect & Elect Engn Manchester England
This paper deals with the two-player zero-sum game problem, which is a bounded L2$$ {L}_2 $$-gain robust control problem. Finding an analytical solution to the complex Hamilton-Jacobi-Issacs (HJI) equation is a challe... 详细信息
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Scheduling autonomous robots for an intralogistic application: A comparison of lookahead-based ADP strategies
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EXPERT SYSTEMS WITH APPLICATIONS 2025年 271卷
作者: Battistotti, Margherita Brandimarte, Paolo Giancola, Francesca Mazzi, Nicolo Univ Manchester AMBS Booth St West Manchester M15 6PB England Politecn Torino DISMA Corso Duca Abruzzi 24 I-10129 Turin Italy Spindox Spa via Bisceglie 76 I-20152 Milan Italy Spindox Labs Srl via Cascata 56C I-38123 Trento Italy
The increasing role of e-commerce has spurred a significant amount of research on optimization in warehousing management, including routing and scheduling issues. When material handling is rigidly automated, a determi... 详细信息
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ADP- and rollout-based dynamic vehicle routing for pick-up service via budgeting capacity
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FLEXIBLE SERVICES AND MANUFACTURING JOURNAL 2024年 第2期37卷 513-557页
作者: Wu, Yu Zeng, Bo Jian, Ming Southwest Jiaotong Univ Sch Transportat & Logist Chengdu 611756 Sichuan Peoples R China Southwest Jiaotong Univ Natl United Engn Lab Integrated & Intelligent Tran Chengdu 611756 Sichuan Peoples R China Southwest Jiaotong Univ Natl Engn Lab Big Data Applicat Integrated Transpo Chengdu 611756 Sichuan Peoples R China Univ Pittsburgh Dept Ind Engn Pittsburgh PA 15261 USA
We address a dynamic parcel pick-up problem for a capacitated vehicle, which involves collecting customers' parcels and handling service cancellations and requests. In the existing studies, service cancellation an... 详细信息
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Markdown Optimization via approximate dynamic programming
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INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS 2013年 第1期6卷 64-78页
作者: Cosgun, Ozlem Kula, Ufuk Kahraman, Cengiz Fatih Univ Dept Ind Engn TR-34500 Istanbul Turkey Sakarya Univ Dept Ind Engn Sakarya Turkey Istanbul Tech Univ Dept Ind Engn TR-80626 Istanbul Turkey
We consider the markdown optimization problem faced by the leading apparel retail chain. Because of substitution among products the markdown policy of one product affects the sales of other products. Therefore, markdo... 详细信息
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approximate dynamic programming Algorithms for Multidimensional Inventory Optimization Problems
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IFAC Proceedings Volumes 2013年 第9期46卷 2015-2020页
作者: Mustafa Cimen Christopher Kirkbride Lancaster University Management School Lancaster LA1 4YX UK
An important issue in the supply chain literature concerns the optimization of inventory decisions. Single-product inventory problems are widely studied and have been optimally solved under a variety of assumptions. H... 详细信息
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Self-Guided approximate Linear Programs: Randomized Multi-Shot Approximation of Discounted Cost Markov Decision Processes
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MANAGEMENT SCIENCE 2025年 第4期71卷 iv-vi, 2751-3636页
作者: Pakiman, Parshan Nadarajah, Selvaprabu Soheili, Negar Lin, Qihang Univ Illinois Coll Business Adm Chicago IL 60607 USA Univ Iowa Tippie Coll Business Iowa City IA 52242 USA
approximate linear programs (ALPs) are well-known models based on value function approximations (VFAs) to obtain policies and lower bounds on the optimal policy cost of discounted-cost Markov decision processes (MDPs)... 详细信息
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Planning Versus Learning: Fair Space-Time Scheduling for Unwired Networks
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IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS 2024年 第11期23卷 16621-16634页
作者: Peng, Chen Mitra, Urbashi Univ Southern Calif Dept Elect & Comp Engn Los Angeles CA 90089 USA
Space-time scheduling for multi-user networks under fairness considerations is investigated. Scheduling is formulated as a sequential decision-making problem under the Markov Decision Processes (MDP) framework. Althou... 详细信息
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