亓瑞's repositories
AMAM-Multiagente-Architecture-for-Metaheuristics
Multiagente Architecture for Metaheuristics - AMAM Framework
jsprit
jsprit is a java based, open source toolkit for solving rich vehicle routing problems
attention-learn-to-route
Attention based model for learning to solve different routing problems
DRL-FlappyBird
Playing Flappy Bird Using Deep Reinforcement Learning (Based on Deep Q Learning DQN using Tensorflow)
E-VRPTW
CPLEX code of the E-VRPTW
geatpy
Evolutionary algorithm toolbox and framework with high performance for Python
GPy
Gaussian processes framework in python
GPyOpt
Gaussian Process Optimization using GPy
HGS-CVRP
Modern implementation of the hybrid genetic search (HGS) algorithm specialized to the capacitated vehicle routing problem (CVRP). This code also includes an additional neighborhood called SWAP*.
HOGE
Competition on Evolutionary Computation in the Energy Domain: Operation and Planning Applications
irace
Iterated Racing for Automatic Algorithm Configuration
learning-tsp
Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)
Mathematical-Model-Implementation
A CPLEX implementation of a mathematical model for solving VRP instances. Implemented for chapter 3 of my bachelor's thesis.
Optimization
Optimization Method Course
or-tools
Google's Operations Research tools:
PlatEMO
Evolutionary multi-objective optimization platform
py-ga-VRPTW
A Python Implementation of a Genetic Algorithm-based Solution to Vehicle Routing Problem with Time Windows
pyGPGO
Bayesian optimization for Python
TL_TSP_VRP
Code and results of our experiments on transfer learning from TSP to VRP
VRP_DRL_MHA
PyTorch1.6, TensorFlow2.1, "Attention, Learn to Solve Routing Problems!", Transformer, Deep RL(Policy Gradient, REINFORCE), Capacitated Vehicle Routing Problem