dtkon / NCS-for-PDP
Detian Kong, Yining Ma, Zhiguang Cao, Tianshu Yu and Jianhua Xiao, "Efficient Neural Collaborative Search for Pickup and Delivery Problems".
☆10Updated last week
Alternatives and similar repositories for NCS-for-PDP:
Users that are interested in NCS-for-PDP are comparing it to the libraries listed below
- This repo implements our paper, "Efficient Neural Neighborhood Search for Pickup and Delivery Problems", which has been accepted as short…☆55Updated 2 years ago
- Official implementation of paper "Learning Topological Representations with Bidirectional Graph Attention Network for Solving Job Shop Sc…☆13Updated 7 months ago
- Official Implementation of the paper: INViT: A Generalizable Routing Problem Solver with Invariant Nested View Transformer☆15Updated 7 months ago
- ☆51Updated 3 years ago
- Official implementation of IJCAI'24 paper "Towards Generalizable Neural Solvers for Vehicle Routing Problems via Ensemble with Transferra…☆22Updated 9 months ago
- [NeurIPS 2024] Learning to Handle Complex Constraints for Vehicle Routing Problems☆19Updated last month
- The implementation code of our paper "Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation", accepted at…☆52Updated 8 months ago
- ☆21Updated 2 years ago
- ☆19Updated 2 years ago
- ☆48Updated last week
- [ICML 2023] "Towards Omni-generalizable Neural Methods for Vehicle Routing Problems"☆48Updated last year
- ☆35Updated last year
- PyTorch code for the NAR4TSP.☆20Updated 3 months ago
- [ICML'24 FM-Wild Oral] RouteFinder: Towards Foundation Models for Vehicle Routing Problems☆61Updated 2 weeks ago
- ☆22Updated last year
- A Reinforcement Learning Approach to the Orienteering Problem with Time Windows☆23Updated 3 years ago
- Learning 2-opt Heuristics for the TSP via Deep Reinforcement Learning☆47Updated 4 years ago
- The source code of MD-MTA☆10Updated 5 months ago
- Efficient Active Search☆48Updated 2 years ago
- This repo implements our paper, "Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt", whic…☆40Updated 6 months ago
- Implementation for the paper "A Deep Reinforcement Learning Algorithm Using Dynamic Attention Model for Vehicle Routing Problems".☆39Updated last year
- ☆51Updated 2 years ago
- ☆15Updated last year
- Code for ICLR2022 Paper: Pareto Set Learning for Neural Multi-objective Combinatorial Optimization☆58Updated 2 years ago
- L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China☆70Updated last month
- multi-task learning for routing problem☆15Updated 3 months ago
- DRL for Dynamic Vehicle Routing Problem with stochastic customer requests☆18Updated last year
- The Code and Supplemental File for "Deep Reinforcement Learning for Solving Vehicle Routing Problems with Backhauls"☆11Updated 9 months ago
- ☆18Updated last year
- ☆27Updated 2 years ago