Zi-Qi Zhang

40 papers C 1Journal 22Unranked 17
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Q-learning-based multi-objective hyper-heuristic algorithm for energy-efficient integrated distributed hybrid flow-shop scheduling with preventive maintenance.
Comput. Oper. Res.
Zi-Qi Zhang, Xin-Yun Wu, Bin Qian, Rong Hu, Jian-Bo Yang
2026 J jnl
A decomposition-based Q-learning enhanced evolutionary algorithm for the transportation-assembly collaborative optimization problem.
Complex Intell. Syst.
Tong Hang, Zi-Qi Zhang, Bin Qian, Rong Hu, Wei Chen, Jian-Bo Yang
2026 J jnl
A hierarchical collaborative multi-agent deep reinforcement learning framework for distributed flexible job shop scheduling problems considering energy efficiency and dynamic disruption in IIoTs.
Appl. Soft Comput.
Zi-Qi Zhang, Minghuang Fang, Bin Qian, Rong Hu, Wei Chen
2026 J jnl
A reward-shaping dueling distributed multi-agent deep reinforcement learning framework for dynamic flexible job shop scheduling with random job arrivals.
Expert Syst. Appl.
Zi-Qi Zhang, Zhao-Meng Wu, Bin Qian, Rong Hu
2026 J jnl
Cooperative multi-agent dual attention framework for flexible job shop scheduling problem considering complex worker heterogeneity under multi-worker collaboration.
Expert Syst. Appl.
Zi-Qi Zhang, Jia-Qu Li, Tong Huang, Xiao-Wei Li, Bin Qian, Rong Hu
2026 J jnl
Spatial decomposition-based variable neighborhood search algorithm for the integrated semiconductor backend production and distribution scheduling problem.
Comput. Oper. Res.
Feng-Shun Zhou, Rong Hu, Wen-Bing Zhang, Bin Qian, Zi-Qi Zhang, Ling Wang
2025 — conf
A Dueling DQN Framework for Solving Multi-objective Flexible Job Shop Scheduling with Urgent Job Insertions and Machine Breakdowns.
ICIC (13)
Zhao-Meng Wu, Zi-Qi Zhang, Bin Qian, Rong Hu
2025 — conf
A Hierarchical Multi-agent Reinforcement Learning Framework to Optimizing Distributed Flexible Manufacturing Systems with Integrated Assembly and Logistics.
ICIC (13)
Xiao-Wei Li, Bin Qian, Zi-Qi Zhang, Rong Hu
2025 — conf
A Multi-agent Deep Reinforcement Learning Framework for Solving Dynamic Distributed Flexible Job Shop Scheduling in Industrial Internet of Things.
ICIC (13)
Minghuang Fang, Zi-Qi Zhang, Bin Qian, Rong Hu
2025 J jnl
An estimation of distribution algorithm-based hyper-heuristic for the blocking flowshop group scheduling problem.
Memetic Comput.
Sen Zhang, Bin Qian, Rong Hu, Zi-Qi Zhang, Qingxia Shang, Zuocheng Li, Ling Wang
2025 J jnl
Deep reinforcement learning algorithm incorporating problem characteristics for dynamic multi-objective permutation flow-shop scheduling problem.
Swarm Evol. Comput.
Yuan-yuan Yang, Bin Qian, Rong Hu, Zuocheng Li, Zi-Qi Zhang, Huai-Ping Jin, Jian-Bo Yang
2025 — conf
Flexible Job-Shop Scheduling via Graph Neural Network and Deep Reinforcement Learning.
ICIC (13)
Wan-Ze Li, Zhi-Qiang Wang, Jing-Qiu Peng, Zi-Qi Zhang, Kun Li, Rong Hu, Zi-Ming Ma, Ming-Yao Li, Bin Qian
2025 J jnl
Knowledge-enhanced multidimensional estimation of distribution hyper-heuristic evolutionary algorithm for semiconductor final testing scheduling problem.
Expert Syst. Appl.
Zi-Qi Zhang, Xing-Han Qiu, Bin Qian, Rong Hu, Ling Wang, Jian-Bo Yang
2025 — conf
Learning Hyper-Heuristic Algorithm for Uncertain Distributed Production and Transportation Integrated Scheduling Problem with Interval Number Transportation Speed.
ICIC (13)
Fei Jiang, Lei Liu, Shao-Yi Shen, Jian-Hua Wang, Bin Li, Zi-Qi Zhang, Bin Qian
2025 J jnl
MAMHSAN: A multi-agent deep reinforcement learning framework based on multi-head self-attention network with heterogeneous graph embedding for flexible job shop scheduling.
Comput. Ind. Eng.
Zi-Qi Zhang, Tong Huang, Bin Qian, Rong Hu
2025 C conf
MAMOHN: A Multi-agent Deep Reinforcement Learning framework based on Mixture-of-Head Attention Network for Flexible Job Shop Scheduling.
INDIN
Tong Huang, Zi-Qi Zhang, Bin Qian, Rong Hu
2025 J jnl
MEDHEA: Multidimensional estimation of distribution based hyper-heuristic evolutionary algorithm for energy-efficient distributed assembly no-wait flow-shop scheduling problem.
Expert Syst. Appl.
Zi-Qi Zhang, Xue-Peng Zhu, Yan-Xuan Xu, Bin Qian, Biao Yang, Rong Hu
2025 J jnl
Multi-agent cooperative multi-network group framework for energy-efficient distributed fuzzy flexible job shop scheduling problem.
Appl. Soft Comput.
Zi-Qi Zhang, Xiao-Wei Li, Bin Qian, Huai-Ping Jin, Rong Hu, Jian-Bo Yang
2024 — conf
A Branch and Price Algorithm for the Two-Agent Heterogeneous Fleet Vehicle Routing Problem with Time Windows.
ICIC (1)
Jie Li, Nai-Kang Yu, Rong Hu, Zi-Qi Zhang
2024 — conf
A Hyper-Heuristic Algorithm with Q-Learning for Distributed Flow Shop-Vehicle Transport-U-Assembly Integrated Scheduling Problem.
ICIC (1)
Dong-Lin Yang, Bin Qian, Zi-Qi Zhang, Rong Hu, Kun Li
2024 J jnl
A multidimensional probabilistic model based evolutionary algorithm for the energy-efficient distributed flexible job-shop scheduling problem.
Eng. Appl. Artif. Intell.
Zi-Qi Zhang, Ying Li, Bin Qian, Rong Hu, Jian-Bo Yang
2024 J jnl
An enhanced estimation of distribution algorithm with problem-specific knowledge for distributed no-wait flowshop group scheduling problems.
Swarm Evol. Comput.
Zi-Qi Zhang, Yan-Xuan Xu, Bin Qian, Rong Hu, Fang-Chun Wu, Ling Wang
2024 J jnl
Collaborative Q-learning hyper-heuristic evolutionary algorithm for the production and transportation integrated scheduling of silicon electrodes.
Swarm Evol. Comput.
Rong Hu, Yu-Fang Huang, Xing Wu, Bin Qian, Ling Wang, Zi-Qi Zhang
2023 J jnl
A
Expert Syst. Appl.
Zi-Qi Zhang, Fang-Chun Wu, Bin Qian, Rong Hu, Ling Wang, Huai-Ping Jin
2023 — conf
A Hyper-Heuristic Algorithm with Q-Learning for Distributed Permutation FlowshopScheduling Problem.
ICIC (1)
Ke Lan, Zi-Qi Zhang, Bi Qian, Rong Hu, Dacheng Zhang
2023 J jnl
A Matrix-Cube-Based Estimation of Distribution Algorithm for No-Wait Flow-Shop Scheduling With Sequence-Dependent Setup Times and Release Times.
IEEE Trans. Syst. Man Cybern. Syst.
Bin Qian, Zi-Qi Zhang, Rong Hu, Huai-Ping Jin, Jian-Bo Yang
2023 — conf
A Q-Learning-Based Hyper-Heuristic Evolutionary Algorithm for the Distributed Flexible Job-Shop Scheduling Problem.
ICIC (1)
Fang-Chun Wu, Bin Qian, Rong Hu, Zi-Qi Zhang, Bin Wang
2023 — conf
Hyper-heuristic Q-Learning Algorithm for Flow-Shop Scheduling Problem with Fuzzy Processing Times.
ICIC (1)
Jin-Han Zhu, Rong Hu, Zuo-Cheng Li, Bin Qian, Zi-Qi Zhang
2023 — conf
Hyper-heuristic Three-Dimensional Estimation of Distribution Algorithm for Distributed Assembly Permutation Flowshop Scheduling Problem.
ICIC (1)
Xiao Li, Zi-Qi Zhang, Rong Hu, Bin Qian, Kun Li
2023 — conf
Improved EDA-Based Hyper-heuristic for Flexible Job Shop Scheduling Problem with Sequence-Independent Setup Times and Resource Constraints.
ICIC (1)
Xing-Han Qiu, Bin Qian, Zi-Qi Zhang, Zuo-Cheng Li, Ning Guo
2023 — conf
Learning Variable Neighborhood Search Algorithm for Solving the Energy-Efficient Flexible Job-Shop Scheduling Problem.
ICIC (1)
Ying Li, Rong Hu, Xing Wu, Bin Qian, Zi-Qi Zhang
2022 J jnl
A matrix cube-based estimation of distribution algorithm for the energy-efficient distributed assembly permutation flow-shop scheduling problem.
Expert Syst. Appl.
Zi-Qi Zhang, Rong Hu, Bin Qian, Huai-Ping Jin, Ling Wang, Jian-Bo Yang
2022 J jnl
A matrix-cube-based estimation of distribution algorithm for blocking flow-shop scheduling problem with sequence-dependent setup times.
Expert Syst. Appl.
Zi-Qi Zhang, Bin Qian, Rong Hu, Huai-Ping Jin, Ling Wang, Jian-Bo Yang
2022 J jnl
An enhanced cross-entropy algorithm for the green scheduling problem of steelmaking and continuous casting with uncertain processing time.
Comput. Ind. Eng.
Yang Lv, Bin Qian, Rong Hu, Huai-Ping Jin, Zi-Qi Zhang
2022 J jnl
Parameter Calculation and Working Characteristic Analysis of a New Type of Magnetic Integrated CRT.
IEEE Access
Tiange Wang, Zi-Qi Zhang, Liang-Liang Hui, Yu-Yuan Wang
2021 J jnl
A matrix-cube-based estimation of distribution algorithm for the distributed assembly permutation flow-shop scheduling problem.
Swarm Evol. Comput.
Zi-Qi Zhang, Bin Qian, Rong Hu, Huai-Ping Jin, Ling Wang
2021 — conf
Multidimensional Estimation of Distribution Algorithm for Distributed No-Wait Flow-Shop Scheduling Problem with Sequence-Independent Setup Times and Release Dates.
ICIC (1)
Sen Zhang, Rong Hu, Bin Qian, Zi-Qi Zhang, Ling Wang
2018 — conf
Hybrid Estimation of Distribution Algorithm for Blocking Flow-Shop Scheduling Problem with Sequence-Dependent Setup Times.
ICIC (1)
Zi-Qi Zhang, Bin Qian, Bo Liu, Rong Hu, Chang-Sheng Zhang
2018 — conf
Improved Sub-gradient Algorithm for Solving the Lower Bound of No-Wait Flow-Shop Scheduling with Sequence-Dependent Setup Times and Release Dates.
ICIC (3)
Nai-Kang Yu, Rong Hu, Bin Qian, Zi-Qi Zhang, Ling Wang
2016 — conf
Hybrid Estimation of Distribution Algorithm for No-Wait Flow-Shop Scheduling Problem with Sequence-Dependent Setup Times and Release Dates.
ICIC (1)
Zi-Qi Zhang, Bin Qian, Rong Hu, Chang-Sheng Zhang, Zi-hui Li