stochastic-inventory-models - Model and optimize stochastic inventory systems
Models inventory systems under demand uncertainty, including safety stock, replenishment policies, cost optimization, and service-level analysis.
Tags
Updated: 2026-10-16Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Model uncertain demand
- Analyze lead-time demand
- Calculate safety stock
- Optimize replenishment policies
- Evaluate service levels
- Simulate inventory systems
Inputs
- Demand distribution
- Demand parameters
- Demand time period
- Lead-time information
- Inventory policy type
- Service-level target
- Cost parameters
- Simulation settings
Outputs
- Reorder point
- Safety stock level
- Order quantity
- Service-level metrics
- Inventory cost metrics
- Simulation results
Requirements
- Python environment
- NumPy
- Pandas
- SciPy
- Matplotlib