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nvidia-cuopt-routing-formulation

nvidia-cuopt-routing-formulation

【数据与研究】Vehicle routing (VRP, TSP, PDP) — problem types and data requirements. Domain concepts; no API or interface.

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name: nvidia-cuopt-routing-formulation description: Vehicle routing (VRP, TSP, PDP) — problem types and data requirements. Domain concepts; no API or interface. license: Apache-2.0 AND CC-BY-4.0 metadata: version: 26.08.00 author: NVIDIA

Routing Formulation

Domain concepts for vehicle routing. No API or interface details here.

What is routing

  • TSP: Single vehicle, visit all locations once (e.g. shortest tour).
  • VRP: Multiple vehicles, capacity and/or time limits; assign orders to vehicles and sequence stops.
  • PDP: Pickup and delivery pairs; pickup must be visited before the corresponding delivery.

Required questions (problem and data)

Ask these if not already clear:

  1. Problem type — TSP, VRP, or PDP?
  2. Locations — How many? Depot(s)? Cost or distance between pairs (matrix or derived)?
  3. Orders / tasks — Which locations must be visited? Demand or service per stop?
  4. Fleet — Number of vehicles, capacity per vehicle (and per dimension if multiple), start/end locations?
  5. Constraints — Time windows (earliest/latest arrival), service times, precedence (order A before B)?

Typical data

  • Cost or distance matrix (or travel-time matrix).
  • Order locations and, for VRP, demand per order.
  • Vehicle capacities and optional time windows for vehicles and orders.
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