Vehicle Routing Open-source Optimization Machine
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Updated
Sep 4, 2024 - C++
Vehicle Routing Open-source Optimization Machine
The open source Solver AI for Java, Python and Kotlin to optimize scheduling and routing. Solve the vehicle routing problem, employee rostering, task assignment, maintenance scheduling and other planning problems.
A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)
A python library with implementations of 15 classical heuristics for the capacitated vehicle routing problem.
Get started with Timefold quickstarts here. Timefold is the successor of OptaPlanner, by the OptaPlanner team. Optimize the vehicle routing problem, employee rostering, task assignment, maintenance scheduling and other planning problems
A python framework for solving the VRP and its variants with column generation.
A collection of NVIDIA cuOpt samples and other resources
Python package to read and write vehicle routing problem instances.
Reinforcement learning for operation research problems with OpenAI Gym and CleanRL
Capacitated vehicle routing problem implemented in python using DEAP package. Non dominated sorting Genetic algorithm is used to solve Multiobjective problem of minimizing Total distance travelled by all vehicles and minimizing total number of vehicles at same time.
Amazing Collection Vehicle Routing Problem
Dynamic Attention Encoder-Decoder model to learn and design heuristics to solve capacitated vehicle routing problems
A Fast Iterated-Local-Search Localized Optimization algorithm for the CVRP.
Capacitated Vehicle Routing Problem solved with Ant Colony Optimization
A Web application for automatic smart route generation for day-to-day garbage collection which minimizes the fuel consumption of garbage trucks by providing systematic routes on the basis of real time percentage level of garbage in the bins, capacity of trucks, road feasibility
A branch-and-cut algorithm for the capacitated vehicle routing problem (CVRP)
A set of reusable components for fast prototyping CVRP heuristic solution approaches.
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