Hybrid Estimation of Distribution Algorithm for No-Wait Flow-Shop Scheduling Problem with Sequence-Dependent Setup Times and Release Dates. - Zi-Qi Zhang; Bin Qian 001; Rong Hu; Chang-Sheng Zhang 002; Zi-Hui Li (ICIC (1), 2016)

Improved Sub-gradient Algorithm for Solving the Lower Bound of No-Wait Flow-Shop Scheduling with Sequence-Dependent Setup Times and Release Dates. - Nai-Kang Yu; Rong Hu; Bin Qian 001; Zi-Qi Zhang; Ling Wang 001 (ICIC (3), 2018)

Hybrid Estimation of Distribution Algorithm for Blocking Flow-Shop Scheduling Problem with Sequence-Dependent Setup Times. - Zi-Qi Zhang; Bin Qian 001; Bo Liu 008; Rong Hu; Chang-Sheng Zhang 002 (ICIC (1), 2018)

Multidimensional Estimation of Distribution Algorithm for Distributed No-Wait Flow-Shop Scheduling Problem with Sequence-Independent Setup Times and Release Dates. - Sen Zhang; Rong Hu; Bin Qian 001; Zi-Qi Zhang; Ling Wang 001 (ICIC (1), 2021)

A matrix-cube-based estimation of distribution algorithm for the distributed assembly permutation flow-shop scheduling problem. - Zi-Qi Zhang; Bin Qian 001; Rong Hu; Huai-Ping Jin; Ling Wang 001 (Swarm Evol. Comput., 2021)

Parameter Calculation and Working Characteristic Analysis of a New Type of Magnetic Integrated CRT. - Tiange Wang; Zi-Qi Zhang; Liang-Liang Hui; Yu-Yuan Wang (IEEE Access, 2022)

An enhanced cross-entropy algorithm for the green scheduling problem of steelmaking and continuous casting with uncertain processing time. - Yang Lv; Bin Qian 001; Rong Hu; Huai-Ping Jin; Zi-Qi Zhang (Comput. Ind. Eng., 2022)

A matrix cube-based estimation of distribution algorithm for the energy-efficient distributed assembly permutation flow-shop scheduling problem. - Zi-Qi Zhang; Rong Hu; Bin Qian 001; Huai-Ping Jin; Ling Wang 001; Jian-Bo Yang (Expert Syst. Appl., 2022)

A matrix-cube-based estimation of distribution algorithm for blocking flow-shop scheduling problem with sequence-dependent setup times. - Zi-Qi Zhang; Bin Qian 001; Rong Hu; Huai-Ping Jin; Ling Wang 001; Jian-Bo Yang (Expert Syst. Appl., 2022)

A Hyper-Heuristic Algorithm with Q-Learning for Distributed Permutation FlowshopScheduling Problem. - Ke Lan; Zi-Qi Zhang; Bi Qian; Rong Hu; Dacheng Zhang (ICIC (1), 2023)

Learning Variable Neighborhood Search Algorithm for Solving the Energy-Efficient Flexible Job-Shop Scheduling Problem. - Ying Li; Rong Hu; Xing Wu 003; Bin Qian 001; Zi-Qi Zhang (ICIC (1), 2023)

Hyper-heuristic Three-Dimensional Estimation of Distribution Algorithm for Distributed Assembly Permutation Flowshop Scheduling Problem. - Xiao Li; Zi-Qi Zhang; Rong Hu; Bin Qian 001; Kun Li (ICIC (1), 2023)

Improved EDA-Based Hyper-heuristic for Flexible Job Shop Scheduling Problem with Sequence-Independent Setup Times and Resource Constraints. - Xing-Han Qiu; Bin Qian 001; Zi-Qi Zhang; Zuo-Cheng Li; Ning Guo (ICIC (1), 2023)

A Q-Learning-Based Hyper-Heuristic Evolutionary Algorithm for the Distributed Flexible Job-Shop Scheduling Problem. - Fang-Chun Wu; Bin Qian 001; Rong Hu; Zi-Qi Zhang; Bin Wang 013 (ICIC (1), 2023)

Hyper-heuristic Q-Learning Algorithm for Flow-Shop Scheduling Problem with Fuzzy Processing Times. - Jin-Han Zhu; Rong Hu; Zuo-Cheng Li; Bin Qian 001; Zi-Qi Zhang (ICIC (1), 2023)

A Matrix-Cube-Based Estimation of Distribution Algorithm for No-Wait Flow-Shop Scheduling With Sequence-Dependent Setup Times and Release Times. - Bin Qian 001; Zi-Qi Zhang; Rong Hu; Huai-Ping Jin; Jian-Bo Yang (IEEE Trans. Syst. Man Cybern. Syst., 2023)

Q-learning-based hyper-heuristic evolutionary algorithm for the distributed assembly blocking flowshop scheduling problem. - Zi-Qi Zhang; Bin Qian 001; Rong Hu; Jian-Bo Yang (Appl. Soft Comput., 2023)

A Q-learning-based hyper-heuristic evolutionary algorithm for the distributed flexible job-shop scheduling problem with crane transportation. - Zi-Qi Zhang; Fang-Chun Wu; Bin Qian 001; Rong Hu; Ling Wang 001; Huai-Ping Jin (Expert Syst. Appl., 2023)

A Branch and Price Algorithm for the Two-Agent Heterogeneous Fleet Vehicle Routing Problem with Time Windows. - Jie Li; Nai-Kang Yu; Rong Hu; Zi-Qi Zhang (ICIC (1), 2024)

A Hyper-Heuristic Algorithm with Q-Learning for Distributed Flow Shop-Vehicle Transport-U-Assembly Integrated Scheduling Problem. - Dong-Lin Yang; Bin Qian 001; Zi-Qi Zhang; Rong Hu; Kun Li (ICIC (1), 2024)

A multidimensional probabilistic model based evolutionary algorithm for the energy-efficient distributed flexible job-shop scheduling problem. - Zi-Qi Zhang; Ying Li; Bin Qian 001; Rong Hu; Jian-Bo Yang (Eng. Appl. Artif. Intell., 2024)

Collaborative Q-learning hyper-heuristic evolutionary algorithm for the production and transportation integrated scheduling of silicon electrodes. - Rong Hu; Yu-Fang Huang; Xing Wu 003; Bin Qian 001; Ling Wang 001; Zi-Qi Zhang (Swarm Evol. Comput., 2024)

An enhanced estimation of distribution algorithm with problem-specific knowledge for distributed no-wait flowshop group scheduling problems. - Zi-Qi Zhang; Yan-Xuan Xu; Bin Qian 001; Rong Hu; Fang-Chun Wu; Ling Wang 001 (Swarm Evol. Comput., 2024)

A Multi-agent Deep Reinforcement Learning Framework for Solving Dynamic Distributed Flexible Job Shop Scheduling in Industrial Internet of Things. - Minghuang Fang; Zi-Qi Zhang; Bin Qian; Rong Hu (ICIC (13), 2025)

Learning Hyper-Heuristic Algorithm for Uncertain Distributed Production and Transportation Integrated Scheduling Problem with Interval Number Transportation Speed. - Fei Jiang; Lei Liu; Shao-Yi Shen; Jian-Hua Wang; Bin Li; Zi-Qi Zhang; Bin Qian (ICIC (13), 2025)

A Hierarchical Multi-agent Reinforcement Learning Framework to Optimizing Distributed Flexible Manufacturing Systems with Integrated Assembly and Logistics. - Xiao-Wei Li; Bin Qian; Zi-Qi Zhang; Rong Hu (ICIC (13), 2025)

Flexible Job-Shop Scheduling via Graph Neural Network and Deep Reinforcement Learning. - Wan-Ze Li; Zhi-Qiang Wang 005; Jing-Qiu Peng; Zi-Qi Zhang; Kun Li; Rong Hu; Zi-Ming Ma; Ming-Yao Li; Bin Qian (ICIC (13), 2025)

A Dueling DQN Framework for Solving Multi-objective Flexible Job Shop Scheduling with Urgent Job Insertions and Machine Breakdowns. - Zhao-Meng Wu; Zi-Qi Zhang; Bin Qian; Rong Hu (ICIC (13), 2025)

Multi-agent cooperative multi-network group framework for energy-efficient distributed fuzzy flexible job shop scheduling problem. - Zi-Qi Zhang; Xiao-Wei Li; Bin Qian 001; Huai-Ping Jin; Rong Hu; Jian-Bo Yang (Appl. Soft Comput., 2025)

Knowledge-enhanced multidimensional estimation of distribution hyper-heuristic evolutionary algorithm for semiconductor final testing scheduling problem. - Zi-Qi Zhang; Xing-Han Qiu; Bin Qian 001; Rong Hu; Ling Wang 001; Jian-Bo Yang (Expert Syst. Appl., 2025)

MEDHEA: Multidimensional estimation of distribution based hyper-heuristic evolutionary algorithm for energy-efficient distributed assembly no-wait flow-shop scheduling problem. - Zi-Qi Zhang; Xue-Peng Zhu; Yan-Xuan Xu; Bin Qian 001; Biao Yang; Rong Hu (Expert Syst. Appl., 2025)

Deep reinforcement learning algorithm incorporating problem characteristics for dynamic multi-objective permutation flow-shop scheduling problem. - Yuan-Yuan Yang; Bin Qian 001; Rong Hu; Zuocheng Li; Zi-Qi Zhang; Huai-Ping Jin; Jian-Bo Yang (Swarm Evol. Comput., 2025)

An estimation of distribution algorithm-based hyper-heuristic for the blocking flowshop group scheduling problem. - Sen Zhang; Bin Qian 001; Rong Hu; Zi-Qi Zhang; Qingxia Shang; Zuocheng Li; Ling Wang 001 (Memetic Comput., 2025)

A reward-shaping dueling distributed multi-agent deep reinforcement learning framework for dynamic flexible job shop scheduling with random job arrivals. - Zi-Qi Zhang; Zhao-Meng Wu; Bin Qian 001; Rong Hu (Expert Syst. Appl., 2026)