Robust multi-product inventory optimization under support vector clustering-based data-driven demand uncertainty set.
Ruozhen QiuYue SunZhi-Ping FanMinghe SunPublished in: Soft Comput. (2020)
Keyphrases
- data driven
- support vector
- inventory management
- robust optimization
- lead time
- single product
- inventory control
- production cost
- dynamic pricing
- production inventory
- customer demand
- inventory systems
- holding cost
- supply chain
- inventory replenishment
- life cycle
- lost sales
- profit maximization
- optimization algorithm
- optimization problems
- classification accuracy
- demand forecasting
- inventory policy
- production rate
- inventory models
- lot size
- vehicle routing
- planning horizon
- state dependent
- demand variability
- replenishment policy
- inventory costs
- spare parts
- production planning
- stochastic inventory
- profit maximizing
- production capacity
- optimal production
- support vector machine
- revenue management
- kernel function
- feature selection
- lot sizing