Guohui Zhang

31 papers B 1C 2Journal 24Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
An evolutionary algorithm with neighborhood structure incorporating reinforcement learning for dual resource constrained flexible job shop scheduling problem with worker transportation fatigue.
Expert Syst. Appl.
Guohui Zhang, Deyu Zhang, Zhixiao Li, Nana Yu, Wenqiang Zhang
2026 J jnl
Hybrid multiobjective particle swarm optimization with Q-learning-guided global search for dual-resource distributed heterogeneous hybrid flow-shop scheduling with setup times.
Expert Syst. Appl.
Wenqiang Zhang, Mingzhe Li, Xixi Li, Yashuang Mu, Guohui Zhang, Mitsuo Gen
2026 J jnl
Hybrid reinforcement learning assisted memetic algorithm for energy-efficient dynamic flexible job shop scheduling with limited transportation resources under new job arrivals.
Eng. Appl. Artif. Intell.
Guohui Zhang, Zhixiao Li, Chao Lu, Wenqiang Zhang, Zhengfeng Li
2026 J jnl
Reinforcement learning enhanced imperialist competitive algorithm for flexible job-shop scheduling problem with limited transportation and auxiliary resources.
Expert Syst. Appl.
Shaofeng Yan, Wei Zhang, Hongtao Tang, Guohui Zhang, Deming Lei
2025 J jnl
A knowledge-guided evolutionary algorithm incorporating reinforcement learning for energy efficient dynamic flexible job shop scheduling problem with machine breakdowns.
Swarm Evol. Comput.
Zhixiao Li, Guohui Zhang, Nana Yu, Shenghui Guo, Wenqiang Zhang
2025 J jnl
Graph neural network and expert-guided deep reinforcement learning for solving flexible job-shop scheduling problem.
Comput. Oper. Res.
Wenqiang Zhang, Xuan Bao, Huili Geng, Guohui Zhang, Mitsuo Gen
2025 J jnl
Q-learning-based multi-objective particle swarm optimization with local search within factories for energy-efficient distributed flow-shop scheduling problem.
J. Intell. Manuf.
Wenqiang Zhang, Huili Geng, Chen Li, Mitsuo Gen, Guohui Zhang, Miaolei Deng
2024 J jnl
A multiobjective memetic algorithm with particle swarm optimization and Q-learning-based local search for energy-efficient distributed heterogeneous hybrid flow-shop scheduling problem.
Expert Syst. Appl.
Wenqiang Zhang, Chen Li, Mitsuo Gen, Weidong Yang, Guohui Zhang
2024 J jnl
Evolutionary algorithm incorporating reinforcement learning for energy-conscious flexible job-shop scheduling problem with transportation and setup times.
Eng. Appl. Artif. Intell.
Guohui Zhang, Shaofeng Yan, Xiaohui Song, Deyu Zhang, Shenghui Guo
2024 J jnl
Multi-objective evolutionary algorithm based flexible assembly job-shop rescheduling with component sharing for order insertion.
Comput. Oper. Res.
Jinghe Sun, Zhuo Zhang, Guohui Zhang, Zhouchun Huang
2023 J jnl
A Novel Approach of Resource Allocation for Distributed Digital Twin Shop-Floor.
Inf.
Haijun Zhang, Qiong Yan, Yan Qin, Shengwei Chen, Guohui Zhang
2023 — conf
Expert-Guided Deep Reinforcement Learning for Flexible Job Shop Scheduling Problem.
BIC-TA (2)
Wenqiang Zhang, Huili Geng, Xuan Bao, Mitsuo Gen, Guohui Zhang, Miaolei Deng
2022 J jnl
An effective two-stage algorithm based on convolutional neural network for the bi-objective flexible job shop scheduling problem with machine breakdown.
Expert Syst. Appl.
Guohui Zhang, Xixi Lu, Xing Liu, Litao Zhang, Shiwen Wei, Wenqiang Zhang
2022 J jnl
Hybrid multiobjective evolutionary algorithm considering combination timing for multi-type vehicle routing problem with time windows.
Comput. Ind. Eng.
Wenqiang Zhang, Haoran Li, Weidong Yang, Guohui Zhang, Mitsuo Gen
2021 J jnl
A hybrid many-objective evolutionary algorithm for flexible job-shop scheduling problem with transportation and setup times.
Comput. Oper. Res.
Jinghe Sun, Guohui Zhang, Jiao Lu, Wenqiang Zhang
2020 J jnl
An improved genetic algorithm for the flexible job shop scheduling problem with multiple time constraints.
Swarm Evol. Comput.
Guohui Zhang, Yifan Hu, Jinghe Sun, Wenqiang Zhang
2020 J jnl
Hybrid multiobjective evolutionary algorithm with fast sampling strategy-based global search and route sequence difference-based local search for VRPTW.
Expert Syst. Appl.
Wenqiang Zhang, Diji Yang, Guohui Zhang, Mitsuo Gen
2019 J jnl
A variable neighborhood search based genetic algorithm for flexible job shop scheduling problem.
Clust. Comput.
Guohui Zhang, Lingjie Zhang, Xiaohui Song, Yongcheng Wang, Chi Zhou
2019 J jnl
Correction to: A variable neighborhood search based genetic algorithm for flexible job shop scheduling problem.
Clust. Comput.
Guohui Zhang, Lingjie Zhang, Xiaohui Song, Yongcheng Wang, Chi Zhou
2019 J jnl
Digital twin-driven cyber-physical production system towards smart shop-floor.
J. Ambient Intell. Humaniz. Comput.
Haijun Zhang, Guohui Zhang, Qiong Yan
2013 J jnl
An Efficient Memetic Algorithm for Dynamic Flexible Job Shop Scheduling with Random Job Arrivals.
Int. J. Softw. Sci. Comput. Intell.
Liping Zhang, Xinyu Li, Long Wen, Guohui Zhang
2012 B conf
Application of Free Pattern Search on the surface roughness prediction in end milling.
IEEE Congress on Evolutionary Computation
Long Wen, Liang Gao, Xinyu Li, Yang Yang, Guohui Zhang
2012 C conf
Dynamic scheduling model in FMS by considering energy consumption and schedule efficiency.
CSCWD
Liping Zhang, Xinyu Li, Liang Gao, Guohui Zhang, Xiaoyu Wen
2012 C conf
Hybrid variable neighborhood search for multi objective flexible job shop scheduling problem.
CSCWD
Guohui Zhang
2012 — conf
Scheduling flexible job shop in dynamic environment based on a memetic algorithm.
ICCI*CC
Liping Zhang, Xinyu Li, Long Wen, Guohui Zhang
2011 J jnl
An effective genetic algorithm for the flexible job-shop scheduling problem.
Expert Syst. Appl.
Guohui Zhang, Liang Gao, Yang Shi
2011 J jnl
An efficient memetic algorithm for solving the job shop scheduling problem.
Comput. Ind. Eng.
Liang Gao, Guohui Zhang, Liping Zhang, Xinyu Li
2011 J jnl
Cellular particle swarm optimization.
Inf. Sci.
Yang Shi, Hongcheng Liu, Liang Gao, Guohui Zhang
2009 J jnl
An effective hybrid particle swarm optimization algorithm for multi-objective flexible job-shop scheduling problem.
Comput. Ind. Eng.
Guohui Zhang, Xinyu Shao, Peigen Li, Liang Gao
2008 — conf
A Genetic Algorithm for Integration of Process Planning and Scheduling Problem.
ICIRA (2)
Xinyu Li, Liang Gao, Guohui Zhang, Chaoyong Zhang, Xinyu Shao
2008 — conf
Variable Neighborhood Genetic Algorithm for the Flexible Job Shop Scheduling Problems.
ICIRA (2)
Guohui Zhang, Liang Gao, Xinyu Li, Peigen Li