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Approximate dynamic programming for an inventory problem: Empirical comparison
16 references·1 citing·52 second hop
Approximate dynamic programming for an inventory problem: Empirical comparison (2011)Approximate dynamic programming for an in…ADP: Goals, Opportunities and Principles (2009)ADP: Goals, Opportunities and…Case-based reinforcement learning for dynamic inventory control in a multi-agent supply-chain system (2008)Case-based reinforcement lear…A reinforcement learning model for supply chain ordering management: An application to the beer game (2008)A reinforcement learning mode…Case-based myopic reinforcement learning for satisfying target service level in supply chain (2007)Case-based myopic reinforceme…Asynchronous action-reward learning for nonstationary serial supply chain inventory control (2007)Asynchronous action-reward le…Approximate Solutions of a Dynamic Forecast-Inventory Model (2006)Approximate Solutions of a Dy…Approximate dynamic programming methods for an inventory allocation problem under uncertainty (2006)Approximate dynamic programmi…A Robust Optimization Approach to Inventory Theory (2006)A Robust Optimization Approac…Deriving inventory-control policies with genetic programming (2004)Deriving inventory-control po…Adaptive inventory control models for supply chain management (2004)Adaptive inventory control mo…Inventory management in supply chains: a reinforcement learning approach (2002)Inventory management in suppl…Global supply chain management: A reinforcement learning approach (2002)Global supply chain managemen…A neuro-dynamic programming approach to retailer inventory management (2002)A neuro-dynamic programming a…An Adaptive, Distribution-Free Algorithm for the Newsvendor Problem with Censored Demands, with Applications to Inventory and Distribution (2001)An Adaptive, Distribution-Fre…Fundamentals of Logistics (1997)Fundamentals of LogisticsOperations Research in Inventory Management: A Review and Critique (1981)Operations Research in Invent…Multi-time scale procurement planning considering multiple suppliers and uncertainty in supply and demand (2016)Multi-time scale procurement …Material Management in Decentralized Supply Chains (1993)Logistics for world-wide crude oil transportation using discrete event simulation and optimal control (2003)Real-Time Ambulance Dispatching and Relocation (2018)Use of Proximal Policy Optimization for the Joint Replenishment Problem (2020)Scenarios and Policy Aggregation in Optimization Under Uncertainty (1991)Stochastic Programming (1995)A Nonparametric Asymptotic Analysis of Inventory Planning with Censored Demand (2009)Robust Approximation to Multiperiod Inventory Management (2009)Stochastic Programming (2010)Adaptive Data-Driven Inventory Control with Censored Demand Based on Kaplan-Meier Estimator (2011)Competition in Global Industries (1987)Coordinated supply chain management (1996)What is the Right Supply Chain for Your Product (1997)Evaluating indicators for international manufacturing network under circular economy (2018)Theoretical approaches to AI in supply chain optimization: Pathways to efficiency and resilience (2024)Modeling Managerial Behavior: Misperceptions of Feedback in a Dynamic Decision Making Experiment (1989)The Bullwhip Effect In Supply Chains 1 (1997)Reinforcement learning approaches for specifying ordering policies of perishable inventory systems (2017)AI-enabled Enterprise Information Systems for Manufacturing (2021)Product backorder prediction using deep neural network on imbalanced data (2021)Smoothing, Forecasting and Prediction of Discrete Time Series. (1964)Competitive and Cooperative Inventory Policies in a Two-Stage Supply Chain (1999)Decentralized Multi-Echelon Supply Chains: Incentives and Information (1999)A particle swarm optimization approach for constraint joint single buyer-single vendor inventory problem with changeable lead time and (r,Q) policy in supply chain (2010)Multiproduct multiple-buyer single-vendor supply chain problem with stochastic demand, variable lead-time, and multi-chance constraint (2011)Agent-based demand forecast in multi-echelon supply chain (2005)Agent-based simulation of consumer purchase decision-making and the decoy effect (2007)Designing of an intelligent self-adaptive model for supply chain ordering management system (2014)Artificial intelligence-based inventory management: a Monte Carlo tree search approach (2021)Reinforcement learning approach for resource allocation in humanitarian logistics (2021)Optimal Policies for a Multi-Echelon Inventory Problem (1960)Foundations of Inventory Management (2000)Optimal Policies for a Multi-Echelon Inventory Problem (2004)Selected topics in robust convex optimization (2007)Distributionally Robust Optimization and Its Tractable Approximations (2010)Theory and Applications of Robust Optimization (2010)Handbooks in operations research and management science (1989)The application of discrete event simulation and system dynamics in the logistics and supply chain context (2011)Artificial intelligence applications in supply chain: A descriptive bibliometric analysis and future research directions (2021)Logistics and Supply Chain Management (2021)Can Deep Reinforcement Learning Improve Inventory Management? Performance on Lost Sales, Dual-Sourcing, and Multi-Echelon Problems (2022)Metric: A Multi-Echelon Technique for Recoverable Item Control (1968)Decision Systems for Inventory Management and Production Planning (1979)An Economic Order Quantity Model with Demand-Dependent Unit Production Cost and Imperfect Production Processes (1991)A new approach to forecasting intermittent demand for service parts inventories (2003)Dynamic Version of the Economic Lot Size Model (2004)Literature review of deteriorating inventory models by key topics from 2012 to 2015 (2016)Multiproject Scheduling with Limited Resources: A Zero-One Programming Approach (1969)A Single-Item Inventory Model for a Nonstationary Demand Process (1999)Approximation Algorithms for Capacitated Stochastic Inventory Control Models (2008)Comparison of Least Squares Monte Carlo Methods with Applications to Energy Real Options (2014)A survey of semiconductor supply chain models Part II: demand planning, inventory management, and capacity planning (2018)
this work references cited by second hop

References

  • 2006A Robust Optimization Approach to Inventory Theory708 cited
  • 1981Operations Research in Inventory Management: A Review and Critique326 cited
  • 2001An Adaptive, Distribution-Free Algorithm for the Newsvendor Problem with Censored Demands, with Applications to Inventory and Distribution220 cited
  • 2002Inventory management in supply chains: a reinforcement learning approach220 cited
  • 2002A neuro-dynamic programming approach to retailer inventory management152 cited
  • 2008A reinforcement learning model for supply chain ordering management: An application to the beer game148 cited
  • 2008Case-based reinforcement learning for dynamic inventory control in a multi-agent supply-chain system126 cited
  • 2002Global supply chain management: A reinforcement learning approach100 cited
  • 2006Approximate Solutions of a Dynamic Forecast-Inventory Model88 cited
  • 2004Adaptive inventory control models for supply chain management87 cited
  • 1997Fundamentals of Logistics50 cited
  • 2009ADP: Goals, Opportunities and Principles43 cited
  • 2006Approximate dynamic programming methods for an inventory allocation problem under uncertainty37 cited
  • 2007Case-based myopic reinforcement learning for satisfying target service level in supply chain30 cited

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2007
Asynchronous action-reward learning for nonstationary serial supply chain inventory control
24 cited
  • 2004Deriving inventory-control policies with genetic programming19 cited
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    • 2016Multi-time scale procurement planning considering multiple suppliers and uncertainty in supply and demand13 cited