A decision support system for strategic supply chain capacity planning under uncertainty: conceptual framework and experiment.
Raphaël OgerMatthieu LaurasBenoît MontreuilFrédérick BénabenPublished in: Enterp. Inf. Syst. (2022)
Keyphrases
- decision support system
- conceptual framework
- supply chain
- planning under uncertainty
- capacity planning
- decision making
- supply chain management
- decision theoretic
- markov decision processes
- ai planning
- decision makers
- bullwhip effect
- theoretical framework
- partially observable markov decision processes
- multi agent
- management system
- dynamical systems
- expert systems
- risk management
- database systems
- cost savings
- lead time
- business models
- finite state
- production capacity
- reinforcement learning
- utility function
- customer demand
- machine learning
- data warehouse
- database
- integer programming
- case based reasoning
- optimal policy