nicholasharris / GPU-Parallel-Genetic-Algorithm-using-CUDA-with-Python-NumbaLinks
Implementation of a GPU-parallel Genetic Algorithm using CUDA with python numba for significant speedup.
☆38Updated 5 years ago
Alternatives and similar repositories for GPU-Parallel-Genetic-Algorithm-using-CUDA-with-Python-Numba
Users that are interested in GPU-Parallel-Genetic-Algorithm-using-CUDA-with-Python-Numba are comparing it to the libraries listed below
Sorting:
- This library provides a comprehensive suite of algorithms to solve the Travelling Salesman Problem (TSP), ranging from Exact Algorithms, …☆125Updated last week
- TF2 implementation of "Attention, Learn to Solve Routing Problems!" (arXiv:1803.08475) article.☆38Updated 5 years ago
- Dynamic Attention Model for Vehicle Routing Problem (arXiv:2002.03282)☆128Updated 2 years ago
- The pyVRP is python library that solves (using Genetic Algorithms): Capacitated VRP, Multiple Depot VRP, VRP with Time Windows, VRP with …☆34Updated last month
- This is the implementation of my paper "Memory-Efficient Transformer-based Network Model for Traveling Salesman Problem"☆26Updated 3 years ago
- Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization☆196Updated 4 years ago
- Code repository for the corresponding paper "Learning to Control Local Search for Combinatorial Optimization"☆16Updated 10 months ago
- Neural Large Neighborhood Search for the Capacitated Vehicle Routing Problem☆95Updated 4 years ago
- This is the official code for the published paper 'Solve routing problems with a residual edge-graph attention neural network'☆244Updated last year
- Multi-Depot Vehicle Routing Problem solver using Deep RL, GA and Google OR-Tools☆75Updated 4 years ago
- This repo implements our paper, "Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer", which has be…☆114Updated last year
- This repo implements our paper, "Deep Reinforcement Learning for Solving the Heterogeneous Capacitated Vehicle Routing Problem"☆149Updated 2 years ago
- Reinforcement Learning for Solving the Vehicle Routing Problem☆71Updated 3 years ago
- Reinforcement learning approach for job shop scheduling☆277Updated last year
- An improvement-based Deep Reinforcement Learning Algorithm presented in paper https://arxiv.org/abs/1912.05784v2 for solving the TSP prob…☆96Updated 2 years ago
- Solving a Capacitated Vehicle Routing Problem with time windows constraints (CVRPTW) with Mixed Integer Linear Programming (MILP) in pyt…☆89Updated 4 years ago
- A python framework for solving the VRP and its variants with column generation.☆197Updated 2 years ago
- Next-generation scheduling problem solver based on GNNs and Reinforcement Learning☆59Updated 3 weeks ago
- "Neural Combinatorial Optimization with Reinforcement Learning"[Bello+, 2016], Traveling Salesman Problem solver☆181Updated 3 years ago
- Code for the paper 'An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem' (INFORMS Annual Meeting Sessi…☆323Updated 3 years ago
- A repository with a data set including instances and results from literature for the Job Shop Scheduling Problem (JSSP). While the raw da…☆48Updated 4 years ago
- ☆74Updated 7 years ago
- Official implementation of H-TSP (AAAI2023)☆52Updated 4 months ago
- Implementation of NSGA-II algorithm in form of a python library.☆224Updated last year
- [NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization☆164Updated 9 months ago
- An implementation of NSGA-III in Python.☆134Updated last year
- "Attention, Learn to Solve Routing Problems!"[Kool+, 2019], Capacitated Vehicle Routing Problem solver☆193Updated 4 years ago
- Dynamic Attention Encoder-Decoder model to learn and design heuristics to solve capacitated vehicle routing problems☆45Updated 4 years ago
- This repo implements our paper, "Efficient Neural Neighborhood Search for Pickup and Delivery Problems", which has been accepted as short…☆60Updated 2 years ago
- TranSPormer: a transformer for the Travelling Salesman Problem☆26Updated last year