AsishMandoi / VRP-explorations
Exploring various quantum annealing-based approaches to solve the vehicle routing problem as part of the QOSF Quantum Computing Mentorship Program Cohort Four
☆10Updated 3 months ago
Related projects ⓘ
Alternatives and complementary repositories for VRP-explorations
- Determine which airports should be hub locations for an airline. Solved using the LeapHybridCQMSampler.☆9Updated last year
- The quantum supply chain manager is a quantum solution for logistics problems. We use the power of quantum machine learning for product […☆22Updated 2 years ago
- Study of entanglement and Shannon entropies in Quantum Reinforcement Learning (and its classical counterpart) in a discrete environment.☆16Updated 2 years ago
- A heuristic approach on how to optimally schedule jobs using D-Wave's quantum computer☆21Updated last year
- GitHub repo for Qiskit Hackathon "Quantum Reinforcement Learning" project☆30Updated 6 months ago
- PennyLane/PyTorch implementation of Quantum agents in the Gym: a variational quantum algorithm for deep Q-learning (Skolik et al., 2021)☆37Updated last year
- A library to solve the TSP (Travelling Salesman Problem) using Exact Algorithms, Heuristics and Metaheuristics : 2-opt; 2.5-opt; 3-opt; 4…☆107Updated 3 weeks ago
- Some experiments with quantum computing.☆9Updated last year
- Solves vehicle routing problem with Linear Programming using pulp package, which yields the optimal solution.☆52Updated 2 years ago
- Implementation of QRL☆28Updated 5 years ago
- Heuristic global optimization algorithms in Python☆53Updated 3 years ago
- Determine where to place new charging stations on a map based on locations of existing charging stations and points of interest.☆48Updated last year
- Using advanced MIP decomposition techniques like Column Generation, Benders' Decomposition, Lagrangian Relaxation to solve CVRP and UFL w…☆44Updated 5 years ago
- Reinforcement Learning for Supply Chain Optimization☆13Updated 4 years ago
- This repo implements our paper, "Efficient Neural Neighborhood Search for Pickup and Delivery Problems", which has been accepted as short…☆53Updated last year
- [NeurIPS 2021 Spotlight] Learning to Delegate for Large-scale Vehicle Routing☆77Updated 2 years ago
- Solver for the Electric Vehicle Routing Problem with Time Windows☆30Updated 6 years ago
- dungtran209 / Modelling-and-Analysis-of-a-Vehicle-Routing-Problem-with-Time-Windows-in-Freight-DeliveryA MSc's Dissertation Project which focuses on Vehicle Routing Problem with Time Windows (VRPTW), using both exact method and heuristic ap…☆132Updated 5 years ago
- An implementation of VRPTW in CPLEX☆28Updated 6 years ago
- Solution verifier for the E-VRPTW☆16Updated 6 years ago
- TF2 implementation of "Attention, Learn to Solve Routing Problems!" (arXiv:1803.08475) article.☆38Updated 4 years ago
- C++ branch-price-and-cut framework for electric vehicle routing problem with release time and due date, bounded bidirectional label setti…☆10Updated 2 years ago
- An integration of deep reinforcement learning and discrete-event simulation for job shop scheduling problem.☆20Updated 11 months ago
- Reinforcement Learning for Solving the Vehicle Routing Problem☆63Updated 3 years ago
- ☆17Updated 4 years ago
- Python codes for the traveling salesman problem and vehicle routing problem☆59Updated 2 years ago
- Determine a schedule for running a set of jobs.☆45Updated 3 weeks ago
- Python Advanced Differential Evolution☆39Updated last year
- JAX + Flax implementation of "Combinatorial Optimization with Physics-Inspired Graph Neural Networks" by Schuetz et al.☆42Updated last year
- A solver for the electronic vehicle routing problem with time windows☆33Updated 6 years ago