October 2022
https://courses.nvidia.com/courses/course-v1:DLI+T-FX-05+V1/
https://developer.nvidia.com/cuopt-logistics-optimization
NVIDIA cuOpt™ is a GPU-accelerated logistics solver that uses heuristics and optimizations to calculate complex vehicle routing problem variants with a wide range of constraints.
https://github.com/NVIDIA/cuOpt-Resources
https://developer.nvidia.com/cuopt-logistics-optimization
Manufacturing - optimum circuits
Transportation - multi-constrainst optimization
Last mile delivery (41% of costs) - Dynamic route planning
Smart factory - warehouse pricing
Simulation
Supply chain
https://en.wikipedia.org/wiki/Vehicle_routing_problem
inclement weather, driver out sick, vehicle maintenance can make the problem harder.
https://www.sintef.no/projectweb/top/vrptw/1000-customers/ - routing benchmark.
https://en.wikipedia.org/wiki/Travelling_salesman_problem (TSP)
https://en.wikipedia.org/wiki/Vehicle_routing_problem (VRP)
Capacitated Vehicle Routing Problem (CVRP): Vehicles have a limited carrying capacity of the goods that must be delivered
Vehicle Routing Problem with Time Windows (VRPTW): A fleet of vehicles must visit each location within a specified time window.
Capacitated Vehicle Routing Problem with Time Windows (CVRPTW): Vehicles have a limited carrying capacity of the goods that must be delivered within specified time windows.
Customize solver - number of parallel agents (climbers) examining the solution search space