张春江｜华中科技大学｜学者主页

2026

Adaptive quantum differential evolution with experience-guided learning for integrated production and collaborative mobile robot scheduling

Qingsong Fan, Liang Gao, Xinyu Li, Chunjiang Zhang, Qihao Liu

Expert Systems With Applications，Vol. 306

DOI

2026

A knowledge-enhanced discrete artificial bee colony algorithm for flexible job shop scheduling problem with transport robots

Youjie Yao, Kai Ye, Chunjiang Zhang, Xinyu Li, Liang Gao

Journal Of Manufacturing Systems，Vol. 840

DOI

2026

带混合批处理机的批量流柔性作业车间调度方法

王天弘，张春江，李新宇，高亮

《工业工程》

2026

总装拉动生产模式下的分布式装配作业车间多目标调度方法

田诗晨，张春江，高亮，李新宇

《机械工程学报》

2026

智能制造系统仿真与优化育人体系及实践模式探索

李新宇，段政，高亮，张春江，李培根

《系统仿真学报》

DOI

2026

Towards intelligent scheduling in flexible job shop with machine–worker–fixture collaboration in discrete manufacturing systems

Jiahang Li, Xinyu Li, Qihao Liu, Chunjiang Zhang, Liang Gao

Robotics and Computer-Integrated Manufacturing

DOI

2026

Handling processing time uncertainty in flexible job shop scheduling with variable sublots: a CVaR-enhanced MILP and multi-agent reinforcement learning approach

Chuanzhao Yu, Youshan Liu, Chunjiang Zhang, Weiming Shen

International Journal of Production Research

DOI

2026

Storage Location Allocation and Crane Scheduling Optimization in Automated Storage and Retrieval Systems with Dual I/O Ports

Zihang Yuan, Wenbin Zhang, Chunjiang Zhang

Sensors

DOI

2026

An effective pruning-enhanced neighborhood structure for flexible job-shop scheduling problem with fixture-pallets

Chuyuan Xu, Yifan Gao, Chunjiang Zhang, Xinyu Li, Qihao Liu, Liang Gao

Computers & Industrial Engineering

DOI

2026

A GA-CP method for multi-robot collaborative flexible job shop scheduling with time-window constraints

Kexu Li, Jin Huang, Chunjiang Zhang, Xinyu Li, Lingling Gao, Weiming Shen

Journal of Intelligent Manufacturing

DOI

2026

Adaptive active decoding and novel disjunctive graph-based improved genetic algorithm for multi-type machine robot cell scheduling in mass customization

Yue Teng, Tianhong Wang, Xinyu Li, Chunjiang Zhang, Liang Gao, Ziyue Wang, Weiming Shen

Robotics and Computer-Integrated Manufacturing

DOI

2026

CoRe: A Collaborative and Reflective Language Model Framework for Flexible Job Shop Scheduling

Mingming Peng, Jie Yang, Jin Huang, Qihao Liu, Zhendong Chen, Hao Zhang, Chunjiang Zhang, Liang Gao, Xinyu Li

IEEE Transactions on Automation Science and Engineering

DOI

2026

A Knowledge-Guided Artificial Bee Colony for Multi-Channel Assembly Consistency Optimization Problem

Zhi Pang, Xinyu Li, Liang Gao, Qihao Liu, ZHANG Chunjiang

2022 IEEE 18th International Conference on Automation Science and Engineering (CASE)

DOI

2026

A Self-Evolving Framework for Automated Constraint Programming Model Construction in Multi-Robot Task Allocation and Scheduling

Zhengqi Shi, Xinyu Li, Qihao Liu, Liang Gao, Chunjiang Zhang

2022 IEEE 18th International Conference on Automation Science and Engineering (CASE)

DOI

2026

A Material-Aware Scheduling Framework with Cooperative Search for Flexible Job Shop Scheduling with Material Kitting Constraints

Zhaolin Chen, Xinyu Li, Qihao Liu, Liang Gao, Chunjiang Zhang

2022 IEEE 18th International Conference on Automation Science and Engineering (CASE)

DOI

2025

Solving flexible job shop scheduling problem with worker flexibility and outsourcing service time windows using an adaptive dual-population memetic algorithm

Ziyu Zhang, Liang Gao, Xinyu Li, Chunjiang Zhang, Qihao Liu

International Journal Of Production Research

DOI

2025

An efficient and stable intelligent scheduling algorithm based on hybrid neighbourhood structure for flexible job shop scheduling problem benchmarks

Jin Xie, Yue Teng, Liang Gao, Xinyu Li, Chunjiang Zhang

International Journal Of Production Research，Vol. 630, No. 21

DOI

2025

An Integrated Mathematical Programming and Reinforcement Learning Algorithm for the Flexible Job Shop Scheduling with Variable Lot-sizing

Chuanzhao Yu, Chunjiang Zhang, Jiaxin Fan, Weiming Shen

Journal Of Manufacturing Systems，Vol. 820

DOI

2025

Scheduling residency time-constrained single-armed cluster tools with two-wafer types via mixed integer programming model

Fajun Yang, Chao Li, Lu Zhen, Chunjiang Zhang, Naiqi Wu

Expert Systems With Applications，Vol. 288

DOI

2025

A bottleneck-aware two-stage evolutionary algorithm for heat pipe-constrained component layout optimization

Shichen Tian, Zhiyun Deng, Jiaxin Fan, Chunjiang Zhang, Weiming Shen, Liang Gao

Expert Systems With Applications，Vol. 272

DOI

2025

基于深度强化的考虑阻塞约束的分布式混合流水车间多目标调度方法研究（英文）

孙雪颜，沈卫明，范家昕，Birgit Vogel-Heuser，Fandi Bi，张春江

Engineering

2025

A hybrid algorithm incorporating sequencing flexibility for integrated process planning and scheduling problem

Zixin Peng, Yi Kang, Xinyu Li, Liang Gao, Qihao Liu, Chunjiang Zhang

Swarm and Evolutionary Computation

DOI

2025

Graph-Based Dual-Agent Deep Reinforcement Learning for Dynamic Human–Machine Hybrid Reconfiguration Manufacturing Scheduling

Yuxin Li, Qihao Liu, Chunjiang Zhang, Xinyu Li, Liang Gao

IEEE Transactions on Systems Man and Cybernetics Systems

DOI

2025

A Dense Pixel-Based Genetic Algorithm for Additive Manufacturing Scheduling Problem

Zipeng Yang, Xinyu Li, Qihao Liu, Chunjiang Zhang, Liang Gao

International Conference on Computer Supported Cooperative Work in Design (CSCWD)

DOI

2025

Automatic Strategy Selection Based on Graph Neural Network for Constraint Programming on the Shop Scheduling

Mengya Zhang, Xinyu Li, Liang Gao, Chunjiang Zhang, Yiping Gao

International Conference on Computer Supported Cooperative Work in Design (CSCWD)

DOI

2025

An Iterative Branch-and-bound Approach for Complex Product Assembly Station Scheduling Problem

Shichen Tian, Chunjiang Zhang, Cuiyu Wang, Xinyu Li, Liang Gao

International Conference on Computer Supported Cooperative Work in Design (CSCWD)

DOI

2025

An Improved Gray Wolf Optimizer for Wafer Probing Scheduling Problem

Yifan Gao, Xinyu Li, Chunjiang Zhang, Z.Q. Hu, Yiping Gao, Liang Gao

International Conference on Computer Supported Cooperative Work in Design (CSCWD)

DOI

2024

A matheuristic with re-lot-sizing strategies for flexible job-shop rescheduling problem with lot-streaming and machine reconfigurations

Jiaxin Fan, Chunjiang Zhang, Fajun Yang, Weiming Shen, Liang Gao

European Journal Of Operational Research，Vol. 319, No. 3

DOI

2024

An improved non-dominated sorting genetic algorithm II for distributed heterogeneous hybrid flow-shop scheduling with blocking constraints

Xueyan Sun, Weiming Shen, Jiaxin Fan, Birgit Vogel-Heuser, Chunjiang Zhang

Journal Of Manufacturing Systems，Vol. 770

DOI

2024

Multi-population genetic algorithm with greedy job insertion inter-factory neighbourhoods for multi-objective distributed hybrid flow-shop scheduling with unrelated-parallel machines considering tardiness

Hanghao Cui, Xinyu Li, Liang Gao, Chunjiang Zhang

International Journal Of Production Research，Vol. 620, No. 12

DOI

2024

基于右移修复编码方法的装配作业车间调度算法

张聪毅，李新宇，夏凯，张春江，王思涵

《计算机集成制造系统》

2023

Elite solutions and Tabu assisted variable neighbourhood descent for rescheduling problems in the steelmaking-refining-continuous casting process

Kunkun Peng, Xudong Deng, Chunjiang Zhang, Weiming Shen, Yanan Song, Jianhui Mou, Ao Liu

Flexible Services And Manufacturing Journal，Vol. 350, No. 4

DOI

2023

A matheuristic for flexible job shop scheduling problem with lot-streaming and machine reconfigurations

Jiaxin Fan, Chunjiang Zhang, Weiming Shen, Liang Gao

International Journal Of Production Research，Vol. 610, No. 19

DOI

2023

Solving many-task optimization problems via online intertask learning

Jiajun Zhou, Shijie Rao, Liang Gao, Chunjiang Zhang, Hongtao Tang, Yun Li, Felix T. S. Chan

Expert Systems With Applications，Vol. 225

DOI

2023

A Hybrid Co-Evolutionary Algorithm for the PBS Scheduling Problem in Automobile Industry

Yue Teng, Xinyu Li, Qihao Liu, Shichen Tian, Wenxin Ma, Chunjiang Zhang

2022 IEEE 18th International Conference on Automation Science and Engineering (CASE)

DOI

2022

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

Jiaxin Fan, Chunjiang Zhang, Qihao Liu, Weiming Shen, Liang Gao

Journal Of Manufacturing Systems，Vol. 620

DOI

2022

基于带随机网络的多种群粒子群优化算法求解多资源受限柔性作业车间调度问题

崔航浩，张春江，李新宇

《重庆大学学报》

2022

An End-to-End Deep Reinforcement Learning Approach for Job Shop Scheduling

Linlin Zhao, Weiming Shen, Chunjiang Zhang, Kunkun Peng

IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD)

DOI

2021

(Digital twin) Wafer sojourn time fluctuation analysis for time-constrained dual-arm multi-cluster tools with activity time variation

Fajun Yang, Naiqi Wu, Yan Qiao, Rong Su, Chunjiang Zhang

International Journal Of Computer Integrated Manufacturing，Vol. 340, No. 78

DOI

2021

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

Jiaxin Fan, Weiming Shen, Liang Gao, Chunjiang Zhang, Ze Zhang

Journal Of Manufacturing Systems，Vol. 600

DOI

2021

Hyperplane-driven and projection-assisted search for solving many-objective optimization problems

Jiajun Zhou, Liang Gao, Xinyu Li, Chunjiang Zhang, Chengyu Hu

Information Sciences

DOI

2021

An Agent-Based Approach for Dynamic Scheduling in Hybrid Flow Shops

Xiyao Zhang, Xueyan Sun, Youshan Liu, Chunjiang Zhang, Linlin Zhao, Weiming Shen

IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD)

DOI

2021

An Improved Adaptive Differential Evolution Approach for Constrained Optimization Problems

Wenchao Yi, Hongbin Qiu, Yong Chen, Jiansha Lu, Zhi Pei, Chunjiang Zhang

IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD)

DOI

2020

具有工序顺序柔性的车间调度问题研究综述

桂林，张春江，李新宇

《工业工程》

2020

Some new trends of intelligent simulation optimization and scheduling in intelligent manufacturing

Xinyu Li, Chunjiang Zhang

Service Oriented Computing and Applications

DOI

2020

An adaptive dual-population evolutionary paradigm with adversarial search: Case study on many-objective service consolidation

Jiajun Zhou, Liang Gao, Xifan Yao, Chunjiang Zhang, Felix T.S. Chan, Yingzi Lin

Applied Soft Computing

DOI

2019

Evolutionary algorithms for many-objective cloud service composition: Performance assessments and comparisons

Jiajun Zhou, Liang Gao, Xifan Yao, Chunjiang Zhang, Felix T.S. Chan, Yingzi Lin

Swarm and Evolutionary Computation

DOI

2019

Evolutionary many-objective assembly of cloud services via angle and adversarial direction driven search

Jiajun Zhou, Liang Gao, Xifan Yao, Chunjiang Zhang, Felix T.S. Chan, Yingzi Lin

Information Sciences

DOI

2017

Adjust weight vectors in MOEA/D for bi-objective optimization problems with discontinuous Pareto fronts

Chunjiang Zhang, Kay Chen Tan, Loo Hay Lee, Liang Gao

Soft Computing

DOI

2015

Backtracking Search Algorithm with three constraint handling methods for constrained optimization problems

Chunjiang Zhang, Qun Lin, Liang Gao, Xinyu Li

Expert Systems With Applications，Vol. 42, No. 21

DOI

2014

Discrete electromagnetism-like mechanism algorithm for assembly sequences planning

Liang Gao, Chunjiang Zhang, Xinyu Li, Lijian Wang

International Journal Of Production Research，Vol. 520, No. 12

DOI

2013

An improved electromagnetism-like mechanism algorithm for constrained optimization

Chunjiang Zhang, Xinyu Li, Liang Gao, Qing Wu

Expert Systems With Applications，Vol. 40, No. 14

DOI

2013

Applying an electromagnetism-like mechanism algorithm on parameter optimisation of a multi-pass milling process

Qing Wu, Liang Gao, Xinyu Li, Chunjiang Zhang, Yiming Rong

International Journal Of Production Research，Vol. 510, No. 6

DOI

2013

An effective improvement of JADE for real-parameter optimization

Chunjiang Zhang, Liang Gao

International Conference on Advanced Computational Intelligence (ICACI)

DOI

2012

A novel electromagnetism-like mechanism algorithm with modified Solis and Wets local search for global optimisation

Chunjiang Zhang, Liang Gao, Xinyu Li, Qing Hua Wu

International Journal of Services Operations and Informatics

DOI

2010

Electromagnetism-like mechanism algorithm for fuzzy flow shop scheduling problems

Chunjiang Zhang, Xiaojuan Wang, Liang Gao

DOI

精选作品

期刊论文

Adaptive quantum differential evolution with experience-guided learning for integrated production and collaborative mobile robot scheduling

A knowledge-enhanced discrete artificial bee colony algorithm for flexible job shop scheduling problem with transport robots

带混合批处理机的批量流柔性作业车间调度方法

总装拉动生产模式下的分布式装配作业车间多目标调度方法

智能制造系统仿真与优化育人体系及实践模式探索

Towards intelligent scheduling in flexible job shop with machine–worker–fixture collaboration in discrete manufacturing systems

Handling processing time uncertainty in flexible job shop scheduling with variable sublots: a CVaR-enhanced MILP and multi-agent reinforcement learning approach

Storage Location Allocation and Crane Scheduling Optimization in Automated Storage and Retrieval Systems with Dual I/O Ports

An effective pruning-enhanced neighborhood structure for flexible job-shop scheduling problem with fixture-pallets

A GA-CP method for multi-robot collaborative flexible job shop scheduling with time-window constraints

Adaptive active decoding and novel disjunctive graph-based improved genetic algorithm for multi-type machine robot cell scheduling in mass customization

CoRe: A Collaborative and Reflective Language Model Framework for Flexible Job Shop Scheduling

A Knowledge-Guided Artificial Bee Colony for Multi-Channel Assembly Consistency Optimization Problem

A Self-Evolving Framework for Automated Constraint Programming Model Construction in Multi-Robot Task Allocation and Scheduling

A Material-Aware Scheduling Framework with Cooperative Search for Flexible Job Shop Scheduling with Material Kitting Constraints

Solving flexible job shop scheduling problem with worker flexibility and outsourcing service time windows using an adaptive dual-population memetic algorithm

An efficient and stable intelligent scheduling algorithm based on hybrid neighbourhood structure for flexible job shop scheduling problem benchmarks

An Integrated Mathematical Programming and Reinforcement Learning Algorithm for the Flexible Job Shop Scheduling with Variable Lot-sizing

Scheduling residency time-constrained single-armed cluster tools with two-wafer types via mixed integer programming model

A bottleneck-aware two-stage evolutionary algorithm for heat pipe-constrained component layout optimization

基于深度强化的考虑阻塞约束的分布式混合流水车间多目标调度方法研究（英文）

A hybrid algorithm incorporating sequencing flexibility for integrated process planning and scheduling problem

Graph-Based Dual-Agent Deep Reinforcement Learning for Dynamic Human–Machine Hybrid Reconfiguration Manufacturing Scheduling

A Dense Pixel-Based Genetic Algorithm for Additive Manufacturing Scheduling Problem

Automatic Strategy Selection Based on Graph Neural Network for Constraint Programming on the Shop Scheduling

An Iterative Branch-and-bound Approach for Complex Product Assembly Station Scheduling Problem

An Improved Gray Wolf Optimizer for Wafer Probing Scheduling Problem

A matheuristic with re-lot-sizing strategies for flexible job-shop rescheduling problem with lot-streaming and machine reconfigurations

An improved non-dominated sorting genetic algorithm II for distributed heterogeneous hybrid flow-shop scheduling with blocking constraints

Multi-population genetic algorithm with greedy job insertion inter-factory neighbourhoods for multi-objective distributed hybrid flow-shop scheduling with unrelated-parallel machines considering tardiness

基于右移修复编码方法的装配作业车间调度算法

Elite solutions and Tabu assisted variable neighbourhood descent for rescheduling problems in the steelmaking-refining-continuous casting process

A matheuristic for flexible job shop scheduling problem with lot-streaming and machine reconfigurations

Solving many-task optimization problems via online intertask learning

A Hybrid Co-Evolutionary Algorithm for the PBS Scheduling Problem in Automobile Industry

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

基于带随机网络的多种群粒子群优化算法求解多资源受限柔性作业车间调度问题

An End-to-End Deep Reinforcement Learning Approach for Job Shop Scheduling

(Digital twin) Wafer sojourn time fluctuation analysis for time-constrained dual-arm multi-cluster tools with activity time variation

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

Hyperplane-driven and projection-assisted search for solving many-objective optimization problems

An Agent-Based Approach for Dynamic Scheduling in Hybrid Flow Shops

An Improved Adaptive Differential Evolution Approach for Constrained Optimization Problems

具有工序顺序柔性的车间调度问题研究综述

Some new trends of intelligent simulation optimization and scheduling in intelligent manufacturing

An adaptive dual-population evolutionary paradigm with adversarial search: Case study on many-objective service consolidation

Evolutionary algorithms for many-objective cloud service composition: Performance assessments and comparisons

Evolutionary many-objective assembly of cloud services via angle and adversarial direction driven search

Adjust weight vectors in MOEA/D for bi-objective optimization problems with discontinuous Pareto fronts

Backtracking Search Algorithm with three constraint handling methods for constrained optimization problems

Discrete electromagnetism-like mechanism algorithm for assembly sequences planning

An improved electromagnetism-like mechanism algorithm for constrained optimization

Applying an electromagnetism-like mechanism algorithm on parameter optimisation of a multi-pass milling process

An effective improvement of JADE for real-parameter optimization

A novel electromagnetism-like mechanism algorithm with modified Solis and Wets local search for global optimisation

Electromagnetism-like mechanism algorithm for fuzzy flow shop scheduling problems

预印本

An improved discrete group teaching optimization algorithm for multi-objective flexible job shop scheduling problem

研究方向