akeyliu's repositories

greedylevyacotsp

Epsilon Greedy and Levy Flight ACO for TSP

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ACO-JSSP

Job Shop Scheduling Problem via Ant Colony Optimization

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acotsp

Ant Colony Optimization for TSP

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alns_efsmtw_mt

alns with local search embedding for E-FMSTW-MT. 2018京东GOC 城市物流运输车辆智能调度.

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AntColonyOptimization

Ant Colony Optimization Algorithm using Python.

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awesome-rl

Reinforcement learning resources curated

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cbacotsp

Contribution-based ACO

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fast-cpp-csv-parser

fast-cpp-csv-parser

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FocusedACO

C++ implementation of the Focused Ant Colony Optimization (ACO) for solving the TSP

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GA-EAX

A genetic algorithm using Edge Assembly Crossover for the traveling salesman problem

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gpx2

This repository contains the code for Generalized Partition Crossover 2 (GPX2). An example of how to recombine two random TSP solutions is presented in the main file.

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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*.

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Kernighan-Lin

C++ implementation Kernighan-Lin Heuristic

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Lin-Kernighan

TSP Solver based on Lin-Kernighan, Lin-Kernighan-Helsgaun, 2-opt, 3-opt, Tabu Search heuristics, all algorithms optimized by Numba (JIT-compiler)

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LinKernighanTSP

A java implementation of the famous Lin-Kernighan heuristics algorithm implemented for graphic (symmetric) TSP

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Python-Ant-Colony-TSP-Solver

Solves the TSP using multithreaded ACO method

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rapidcsv

Simple C++ CSV parser library

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ray

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

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simple_tsp

Python/Numba implemenation of of Lin-Kernighan-style TSP solver

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slh

Implementation of the "Snakes and Ladders" Heuristic for solving the Hamiltonian Cycle Problem

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tiny-dnn

header only, dependency-free deep learning framework in C++14

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tsp_solver

Exact solver for TSP problems in TSPLIB format. Uses an Branch-and-Bound variant suggested by Volgenant and Jonker [1]. Solves instances up to 100 nodes in a few seconds.

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TSPLIB

TSP Lib to verify ACO.

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VRP-RL

Reinforcement Learning for Solving the Vehicle Routing Problem

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