ahottung / NLNS
Neural Large Neighborhood Search for the Capacitated Vehicle Routing Problem
☆90Updated 4 years ago
Alternatives and similar repositories for NLNS:
Users that are interested in NLNS are comparing it to the libraries listed below
- Neural Large Neighborhood Search: Learn to Design Heuristics for Vehicle Routing Problem (VRP), by Deep Learning and Reinforcement Learni…☆93Updated 4 years ago
- Dynamic Attention Model for Vehicle Routing Problem (arXiv:2002.03282)☆122Updated last year
- TF2 implementation of "Attention, Learn to Solve Routing Problems!" (arXiv:1803.08475) article.☆38Updated 4 years ago
- My implementation of solving the Capacitated Vehicle Routing Problem in the paper "Attention, learn to solve routing problems"☆44Updated 4 years ago
- This repo implements our paper, "Deep Reinforcement Learning for Solving the Heterogeneous Capacitated Vehicle Routing Problem"☆141Updated 2 years ago
- This repo implements our paper, "Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer", which has be…☆98Updated 10 months ago
- A Python wrapper for the Hybrid Genetic Search algorithm for Capacitated Vehicle Routing Problems (HGS-CVRP)☆90Updated 2 weeks ago
- Dynamic Attention Encoder-Decoder model to learn and design heuristics to solve capacitated vehicle routing problems☆44Updated 4 years ago
- ☆46Updated 10 months ago
- Reinforcement Learning for Solving the Vehicle Routing Problem☆68Updated 3 years ago
- This repo implements our paper, "Efficient Neural Neighborhood Search for Pickup and Delivery Problems", which has been accepted as short…☆57Updated 2 years ago
- "Attention, Learn to Solve Routing Problems!"[Kool+, 2019], Capacitated Vehicle Routing Problem solver☆187Updated 4 years ago
- Online algorithms for solving large-scale dynamic vehicle routing problems with stochastic requests☆80Updated 2 years ago
- DPDP☆100Updated 2 years ago
- ☆51Updated 3 years ago
- Vehicle routing problem solution with greedy +tabu search algo Python Impl☆49Updated 5 years ago
- Solving a Capacitated Vehicle Routing Problem with time windows constraints (CVRPTW) with Mixed Integer Linear Programming (MILP) in pyt…☆83Updated 3 years ago
- Multi-Depot Vehicle Routing Problem solver using Deep RL, GA and Google OR-Tools☆69Updated 4 years ago
- Python package to read and write vehicle routing problem instances.☆105Updated 6 months ago
- Reinforcement learning for vrptw☆33Updated 4 years ago
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆98Updated 2 years ago
- An improvement-based Deep Reinforcement Learning Algorithm presented in paper https://arxiv.org/abs/1912.05784v2 for solving the TSP prob…☆92Updated 2 years ago
- Learning 2-opt Heuristics for the TSP via Deep Reinforcement Learning☆51Updated 4 years ago
- ☆53Updated 2 years ago
- [NeurIPS 2021 Spotlight] Learning to Delegate for Large-scale Vehicle Routing☆81Updated 3 years ago
- ☆107Updated 4 years ago
- A simple Python interface for VRPSolver, a state-of-the-art Branch-Cut-and-Price exact solver for vehicle routing problems☆140Updated 4 months ago
- Efficient Active Search☆49Updated 3 years ago
- The implementation code of our paper "Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation", accepted at…☆52Updated 10 months ago
- ☆47Updated 2 years ago