Quantum Applications for Logistics & Shipping

Key Challenges

  • Selecting the best suppliers, manufacturers, and vendors to satisfy multiple objectives
  • Locating facilities to satisfy market demand while minimizing setup and variable costs
  • Reducing logistical costs for product recalls
  • Minimizing waste and recouping costs through reuse and recycling

Quantum Amenable Solutions

Supply Chain Optimization

Optimize the selection of suppliers, distributors, and vendors for product quality, costs, delivery times, and demand coverage.

Facility Location Optimization

Optimize the location of facilities in the supply chain for capacitated and incapacitated systems.

Reverse Logistics Optimization

Optimize logistics networks for recycling, reuse, disposal, and product recalls.

Key Challenges

  • Minimizing inventory costs
  • Preventing lost sales on out-of-stock products
  • Setting the optimal stock allocation for multiple customer segments
  • Preventing excess costs and waste associated with the bullwhip effect
  • Increasing efficiency in warehouse operations

Quantum Amenable Solutions

Warehouse Optimization

Optimize the design of warehouses as well as order-picking scheduling and routing to increase efficiency.

Market Demand Forecasting

Model market demand for replenishment to reduce inventory stock-outs and support production scheduling.

Bullwhip Effect Mitigation

Predict spikes in demand that could trigger a bullwhip.

Inventory Policy Optimization

Design inventory policies optimized for minimizing costs across multiple product families.

Key Challenges

  • Minimizing costs and delivery times in distribution networks
  • Mitigating the impact of disruption from irregular operations
  • Optimizing workforce scheduling to minimize labor costs while still satisfying market demand

Quantum Amenable Solutions

Workforce Scheduling Optimization

Optimize workforce scheduling to balance workloads for multi-commodity teams.

Delivery Routing Optimization

Optimize vehicle routing for delivery operations to reduce costs and shorten delivery times.

Disruption Management

Predict and mitigate the effects of irregular operations (IROPs), such as extreme weather.

Fuel & Energy Optimization

Optimize vehicle control to minimize fuel consumption.

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