Optimizing (s, S) policies for multi-period inventory models with demand distribution uncertainty: Robust dynamic programing approaches
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Summary
This study considers a finite-horizon single-product periodic-review inventory management problem with demand distribution uncertainty, formulated as a dynamic program and the existence of an optimal (s, S) policy is proved.
- Type
- article
- Published
- 2017-09-16
- Cited by
- 48
- References
- 64
- OpenAlex
- https://openalex.org/W2591394844
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:11447332
Keywords
Mathematical optimization, Robust optimization, Ellipsoid, Dynamic programming, Computer science
References
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- A new approach to solve the multi-product multi-period inventory lot sizing with supplier selection problem
- Robust Solutions of Optimization Problems Affected by Uncertain Probabilities
- Inventory Management Based on Target-Oriented Robust Optimization
- Robust Stochastic Lot‐Sizing by Means of Histograms
- Foundations of Inventory Management
- Likelihood robust optimization for data-driven problems
- Robust multi-market newsvendor models with interval demand data
- Characterizing order processes of continuous review (s, S) and (r, nQ) policies
- Optimal inventory decisions in a multiperiod newsvendor problem with partially observed Markovian supply capacities
- Optimality of (s, S) policies for a stochastic inventory model with proportional and lump-sum shortage costs
- A framework for designing robust food supply chains
- Optimizing multi-item multi-period inventory control system with discounted cash flow and inflation: Two calibrated meta-heuristic algorithms
- A MULTI-PERIOD INVENTORY MODEL FOR DETERIORATING ITEMS IN UNCERTAIN ENVIRONMENT
- Robust Optimization - A Comprehensive Survey
- Infinite-horizon models for inventory control under yield uncertainty and disruptions
- The multi-period newsboy problem
- A minimax distribution-free procedure for a newsvendor problem with free shipping
- Robust optimal policies of production and inventory with uncertain returns and demand
- Multi-period modeling of two-way price commitment under price-dependent demand
Cited by
- Computing non-stationary (s, S) policies using mixed integer linear programming
- Continuous inventory control with stochastic and non-stationary Markovian demand
- Frequency Based Model Predictive Control of a Manufacturing System
- Replacement and inventory control for a multi-customer product service system with decreasing replacement costs
- Solving a continuous periodic review inventory-location allocation problem in vendor-buyer supply chain under uncertainty
- Dynamic Programming to Solve Picking Schedule at the Tea Plantation
- Robust multi-product inventory optimization under support vector clustering-based data-driven demand uncertainty set
- An ambiguous manager's disruption decisions with insufficient data in recovery phase
- Mathematical programming heuristics for nonstationary stochastic inventory control
- A centralized stochastic inventory control model for perishable products considering age-dependent purchase price and lead time
- Optimal inventory policies for a two-dimensional stochastic inventory model: A numerical investigation
- A Game Theoretic Approach to Multi-Period Newsvendor Problems with Censored Markovian Demand
- Multi-Echelon Inventory optimizations for Divergent Networks by Combining Deep Reinforcement Learning and Heuristics Improvement
- A solution algorithm for multi-period bi-level channel optimization with dynamic price-dependent stochastic demand
- Study of optimal order policy for a multi-period multi-raw material inventory management problem under carbon emission constraint
- A multi-product job shop scenario utilising Model Predictive Control
- A Computational Model for Determining Levels of Factors in Inventory Management Using Response Surface Methodology
- Adaptive Inventory Control Based on Fuzzy Neural Network under Uncertain Environment
- Sustainable construction supply chain management with the spotlight of inventory optimization under uncertainty
- Affinely adjustable robust optimization for a multi-period inventory problem with capital constraints and demand uncertainties
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