Jiaxin Fan

An improved genetic algorithm for flexible job shop scheduling problem considering reconfigurable machine tools with limited auxiliary modules

Jiaxin Fan, Chunjiang Zhang, Qihao Liu et al. · Journal of Manufacturing Systems · 2022 · 112 citations

Engineering, Industrial Engineering, Scheduling Problem +10

A hybrid Jaya algorithm for solving flexible job shop scheduling problem considering multiple critical paths

Jiaxin Fan, Weiming Shen, Liang Gao et al. · Journal of Manufacturing Systems · 2021 · 106 citations

Mathematical Programming, Job Scheduler, Engineering +11

Integration of deep reinforcement learning and multi-agent system for dynamic scheduling of re-entrant hybrid flow shop considering worker fatigue and skill levels

Youshan Liu, Jiaxin Fan, Linlin Zhao et al. · Robotics and Computer-Integrated Manufacturing · 2023 · 87 citations

Artificial Intelligence, Engineering, Reinforcement Learning (Computer Engineering) +10

A DRL-Based Reactive Scheduling Policy for Flexible Job Shops With Random Job Arrivals

Linlin Zhao, Jiaxin Fan, Chunjiang Zhang et al. · IEEE Transactions on Automation Science and Engineering · 2023 · 80 citations

Artificial Intelligence, Engineering, Machine Learning +18

A Hybrid Evolutionary Algorithm Using Two Solution Representations for Hybrid Flow-Shop Scheduling Problem

Jiaxin Fan, Yingli Li, Jin Xie et al. · IEEE Transactions on Cybernetics · 2021 · 69 citations

Engineering, Industrial Engineering, Evolutionary Algorithms +16