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tcjdsg's Projects

alns icon alns

Adaptive large neighbourhood search (and more!) in Python.

ant-q-kga icon ant-q-kga

ACO with RL algorithm integration (Q-learning) and k-means boosted genetic applied to TSP

drl-simpy-jobshop icon drl-simpy-jobshop

An integration of deep reinforcement learning and discrete-event simulation for job shop scheduling problem.

drl_to_dfjsp icon drl_to_dfjsp

this repository is used to reappear thesis《Dynamic scheduling for flexible job shop with new job insertions by deep reinforcement learning》

genetic-srcpsp icon genetic-srcpsp

A Genetic Algorithm for the Stochastic Resource Constrained Project Scheduling Problem

ha_fjsp icon ha_fjsp

An effective hybrid genetic algorithm and tabu search for flexible job shop scheduling problem

l2d icon l2d

Official implementation of paper "Learning to Dispatch for Job Shop Scheduling via Deep Reinforcement Learning"

mehh_rcpsp icon mehh_rcpsp

MAP-Elites Hyper-Heuristic based algorithm for generating schedules for the Resource Constrained Project Scheduling Problem

ms-rcpsp icon ms-rcpsp

Multi-Skill Resource-Constrained Project Scheduling Problem

msts_fjsp icon msts_fjsp

Multi-Start Tabu Search (MSTS) method used for the Extended-Flexible Job-Shop Scheduling Problem (EFJSP) with Transportation Constraints

optimization_algorithms icon optimization_algorithms

智能优化算法(模拟退火、禁忌搜索、蚁群算法、遗传算法、粒子群算法)解决TSP问题和RCPSP问题

qpso_rcpsp icon qpso_rcpsp

Implementing Quantum Particle Swarm Optimization on Resource Constrained Project Scheduling Problem

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