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Large-Scale Inventory Optimization: A Recurrent Neural Networks–Inspired Simulation Approach
16 references·2 citing·33 second hop
Large-Scale Inventory Optimization: A Recurrent Neural Networks–Inspired Simulation Approach (2022)Large-Scale Inventory Optimization: A Rec…A Deep Q-Network for the Beer Game: Deep Reinforcement Learning for Inventory Optimization (2021)A Deep Q-Network for the Beer…Fundamentals of Supply Chain Theory (2019)Fundamentals of Supply Chain …Incorporating Stochastic Lead Times Into the Guaranteed Service Model of Safety Stock Optimization (2013)Incorporating Stochastic Lead…TECHNICAL NOTE—Optimizing Strategic Safety Stock Placement in General Acyclic Networks (2011)TECHNICAL NOTE—Optimizing Str…Capacity Allocation and Scheduling in Supply Chains (2010)Capacity Allocation and Sched…Supply Chain Design: Safety Stock Placement and Supply Chain Configuration (2003)Supply Chain Design: Safety S…Monte Carlo Methods in Financial Engineering (2003)Monte Carlo Methods in Financ…Optimizing Strategic Safety Stock Placement in Supply Chains (2000)Optimizing Strategic Safety S…Stock Positioning and Performance Estimation in Serial Production-Transportation Systems (1999)Stock Positioning and Perform…Sensitivity Analysis for Base-Stock Levels in Multiechelon Production-Inventory Systems (1995)Sensitivity Analysis for Base…The Stability of a Capacitated, Multi-Echelon Production-Inventory System Under a Base-Stock Policy (1994)The Stability of a Capacitate…Optimal Inventory Policies for Assembly Systems Under Random Demands (1989)Optimal Inventory Policies fo…Infinitesimal and finite perturbation analysis for queueing networks (1983)Infinitesimal and finite pert…Optimal Policies for a Multi-Echelon Inventory Problem (1960)Optimal Policies for a Multi-…In-Process Inventories (1958)In-Process InventoriesA Stochastic Approximation Method (1951)A Stochastic Approximation Me…Simulation-based optimization for transportation system analysis: State-of-the-art research and future endeavors (2025)Simulation-based optimization…Leveraging variational autoencoders and recurrent neural networks for demand forecasting in supply chain management: A case study (2024)Leveraging variational autoen…Material Management in Decentralized Supply Chains (1993)Optimal Policies for a Multi-Echelon Inventory Problem (2004)Identifying Risks and Mitigating Disruptions in the Automotive Supply Chain (2015)A review of integrated supply chain network design models: Key issues for vaccine supply chains (2016)Drones for disaster response and relief operations: A continuous approximation model (2017)Stochastic Approximation Methods for Constrained and Unconstrained Systems (1978)Applied Probability and Queues (1987)A Supply Network Model with Base-Stock Control and Service Requirements (2000)Newsvendor Networks: Inventory Management and Capacity Investment with Discretionary Activities (2002)Provably Near-Optimal Sampling-Based Policies for Stochastic Inventory Control Models (2007)Modeling Managerial Behavior: Misperceptions of Feedback in a Dynamic Decision Making Experiment (1989)Information Distortion in a Supply Chain: The Bullwhip Effect (1997)Deep reinforcement learning for inventory control: A roadmap (2021)The role of artificial intelligence in supply chain management: mapping the territory (2022)Generative artificial intelligence in supply chain and operations management: a capability-based framework for analysis and implementation (2024)Multilevel Monte Carlo Path Simulation (2008)Can Time‐Varying Risk of Rare Disasters Explain Aggregate Stock Market Volatility? (2013)Simulation Modeling and Analysis (2016)Some aspects of the sequential design of experiments (1952)Stochastic Estimation of the Maximum of a Regression Function (1952)mirt : A Multidimensional Item Response Theory Package for the R Environment (2012)Echelon Reorder Points, Installation Reorder Points, and the Value of Centralized Demand Information (1998)Models for production planning under uncertainty: A review (2006)Commissioned Paper: Capacity Management, Investment, and Hedging: Review and Recent Developments (2003)A simulation based optimization approach to supply chain management under demand uncertainty (2004)Supply chain risk, simulation, and vendor selection (2008)Models for multi-plant coordination (1993)A Dynamic Model for Requirements Planning with Application to Supply Chain Optimization (1998)Coordinated supply chain management (1996)The Quantity Flexibility Contract and Supplier-Customer Incentives (1999)Supply chain modeling: past, present and future (2002)Retail Store Density and the Cost of Greenhouse Gas Emissions (2011)Supply chain analytics (2014)
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References

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  • 1999Stock Positioning and Performance Estimation in Serial Production-Transportation Systems85 cited
  • 2010Capacity Allocation and Scheduling in Supply Chains73 cited
  • 2013Incorporating Stochastic Lead Times Into the Guaranteed Service Model of Safety Stock Optimization

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50 cited
  • 2011TECHNICAL NOTE—Optimizing Strategic Safety Stock Placement in General Acyclic Networks44 cited
  • Cited by

    • 2024Leveraging variational autoencoders and recurrent neural networks for demand forecasting in supply chain management: A case study31 cited
    • 2025Simulation-based optimization for transportation system analysis: State-of-the-art research and future endeavors6 cited