cvrp

There are 2 repositories under cvrp topic.

VROOM-Project / vroom
Vehicle Routing Open-source Optimization Machine
optimization solver logistics tsp vrp cvrp travelling-salesman vehicle-routing-problem vroom vrptw pickup delivery pdptw
Language:C++ 1236
timefold-solver
TimefoldAI / timefold-solver
The open source AI solver. 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
ai artificial-intelligence constraint-solver cvrp employee-scheduling metaheuristics vehicle-routing vehicle-routing-problem vrp vrptw maintenance-scheduling planning-algorithms constraint-programming operations-research resource-allocation solver-library java optimization-algorithms python solver
Language:Java 670
ai4co / rl4co
A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)
combinatorial-optimization reinforcement-learning benchmark hydra tensordict torchrl pytorch-lightning operations-research electronic-design-automation attention-model cvrp tsp attention neural-combinatorial-optimization
Language:Python 271
yorak / VeRyPy
A python library with implementations of 15 classical heuristics for the capacitated vehicle routing problem.
parallel-savings cvrp vehicle-routing-problem python-library classical heuristics gurobipy nearest-neighbor savings-algorithm insertion-algorithms maximum-matching lagrangian-relaxation generalized-assignment-problem sweep-algorithm local-search-algoirthms traveling-salesman-problem tsp tsp-solver bing-maps vrp
Language:Python 258
Kuifje02 / vrpy
A python framework for solving the VRP and its variants with column generation.
optimization cspy column-generation vrp cvrp vrptw python networkx pulp coinor
Language:Python 164
timefold-quickstarts
TimefoldAI / timefold-quickstarts
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
artificial-intelligence employee-scheduling gradle java job-shop-scheduling kotlin maintenance-scheduling maven planning-algorithms quarkus spring-boot vehicle-routing-problem constraint-programming cvrp operations-research optimization-library resource-allocation vrptw python
Language:Java 157
NVIDIA / cuOpt-Resources
A collection of NVIDIA cuOpt samples and other resources
cvrptw pickup-and-delivery vrp vrp-solver vehicle-routing-problem gpu operations-research optimization cvrp gpu-acceleration gpu-optimization intralogistics last-mile-delivery nvidia-gpu optimization-algorithms optimization-tools route-optimization tsp-solver logistics traveling-salesman-problem
Language:Jupyter Notebook 128
PyVRP / VRPLIB
Python package to read and write vehicle routing problem instances.
capacitated-vehicle-routing-problem cvrp operations-research python travelling-salesman-problem tsp vehicle-routing-problem vrp cvrplib instances solomon vrptw vrplib
Language:Python 76
cmanny / ga-for-cvrp
Capacitated Vehicle Routing Problem
cvrp python tsp genetic algorithm
Language:Python 66
krishna-praveen / Capacitated-Vehicle-Routing-Problem
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.
python nsga vrp vehicle-routing-problem multiobjective-optimization travelling-salesman cvrp genetic-algorithm
Language:Python 58
cpwan / RLOR
Reinforcement learning for operation research problems with OpenAI Gym and CleanRL
attention cvrp operation-research ppo pytorch reinforcement-learning tsp
Language:Python 54
ashishpatel26 / Amazing-Collection-Vehicle-Routing-Problem
Amazing Collection Vehicle Routing Problem
vrptw cvrp genetic-algorithm vehicle-routing-problem iterated-local-search guided-local-search time-windows metaheuristics local-search integer-programming pddl reinforcement-learning artificial-intelligence savings-algorithm sweep-algorithm google-or-tools routing-algorithm python combinatorial-optimization
46
acco93 / filo
A Fast Iterated-Local-Search Localized Optimization algorithm for the CVRP.
cvrp metaheuristics
Language:C++ 41
JaswanthBadvelu / Reinforcement-Learning-CVRP
Dynamic Attention Encoder-Decoder model to learn and design heuristics to solve capacitated vehicle routing problems
reinforcementlearning cvrp policy-gradient savings-algorithm
Language:Jupyter Notebook 39
VROOM-Project / vroom-scripts
vroom benchmark tsp cvrp vrptw
Language:Python 32
pkonowrocki / CVRP_ACO
Capacitated Vehicle Routing Problem solved with Ant Colony Optimization
cvrp ant-colony-optimization aco vehicle-routing-problem
Language:Python 31
vinalbagaria / Garbage_Truck_Monitoring_System
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
gmaps-api django cvrp routing-system waste-management
Language:CSS 21
Ellsom1945 / Routing-problem--CVRP
南邮大创项目，旨在用超启发式算法解决CVRP问题
kd-tree tensorflow cvrp ortools dqn
Language:Python 19
Pigzaum / bc_cvrp
A branch-and-cut algorithm for the capacitated vehicle routing problem (CVRP)
branch-and-cut cvrp optimization optimization-algorithms vehicle-routing-problem vrp
Language:C++ 19
acco93 / cobra
A set of reusable components for fast prototyping CVRP heuristic solution approaches.
cvrp metaheuristics
Language:C++ 16
vss2sn / cvrp
This repository contains algorithms in C++ to solve the Capacitated Vehicle Routing Problem (cvrp).
vrp cvrp genetic-algorithm local-search tabu-search simulated-annealing vehicle-routing-problem optimization algorithm genetic cpp
Language:C++ 16
gympohnpimol / Last-Mile-Logistics
cplex cplex-optimization-solver cplex-tutorial k-means-clustering nni sckit-learn python matplotlib pandas numpy delivery-service optimization vrptw cvrp vrp lastmile-delivery lastmile mathematical-programming exact-algorithm
Language:Python 13
manu-p-1 / cvrp
CSCI 4560 Term Project - Solving the CVRP using evolutionary approaches, specifically genetic algorithms, to optimize problem sets into its best known solution.
evolutionary-algorithms genetic-algorithm cvrp vrp python
Language:Python 10
honestus / HCVRP
Heterogeneous capacitated vehicle routing problem
python pulp cvrp optimization cbc glpk model-driven model pandas numpy
Language:Python 9
acco93 / filo2
A more scalable version of FILO.
cvrp metaheuristics
Language:C++ 8
conema / AntsBike
An implementation of the Ant Colony optimization algorithm (ACO) for the capacitated vehicle routing problem (CVRP) for bike sharing rebalancing
cvrp optimization-algorithms ant-colony-optimization aco local-search capacitated-vehicle-routing-problem heuristics heuristic-search-algorithms bike-sharing bike-sharing-rebalancing bike-share bike-share-station
Language:Python 8
koftezz / google-ortools-ex
Google or-tools implementation examples
google-or-tools or-tools cvrp cvrptw gurobi
Language:Python 8
Henryy-rs / GA-VRP
cvrp genetic-algorithm
Language:Python 7
iedmrc / vroom-docker
Dockerized VROOM (backend + express api)
vroom osrm vrp vrptw cvrp cvrptw tsp-solver docker
Language:Dockerfile 7
Pigzaum / cg_cvrp
A column generation algorithm (CG) for the capacitated vehicle routing problem (CVRP)
column-generation cvrp vehicle-routing-problem vrp optimization-algorithms lkh
Language:C++ 7
acco93 / cvrp-lib
An entry level set of classes for fast-prototyping CVRP algorithms.
cpp cvrp library
Language:C++ 6
bluczko / cvrp
Practical implementation of Constrained Vehicle Routing Problem.
vrp cvrp pyomo python
Language:Python 6
imalikshake / cvrp
A genetic algorithm to optimise the Capacitated Vehicle Routing Problem
genetic-algorithm tsp cvrp python optimisation
Language:Python 6
stepbot / vrp
vrp is a collection of code related to the vehicle routing problem
vrp vehicle-routing-problem capacited-vehicle-routing-problem cvrp monte-carlo
Language:Python 6
prushh / cvrp
Modeling and solving the capacitated vehicle routing problem in MiniZinc with Gecode
minizinc pymzn cvrp
Language:Python 5
nicolodon / MCVRP
Solving the MCVRP problem using: Constraint Programming, Satisfiability Module Theory and Mixed Integers Linear Programming.
constraint-programming cvrp gurobipy minizinc minizinc-python mixed-integer-programming python3 satisfiability-modulo-theories z3-smt-solver
Language:Python 4