百晓学者学者目录

李俊青

副教授、博士生导师、教授、讲师,山东师范大学

精选作品

期刊论文

2026

Sparse-driven auxiliary mask regulation and hierarchical action selection for large-scale multi-objective optimization

Shuzhao Pang, Qingke Zhang, Zhi-Hui Zhan, Junqing Li, Huaxiang Zhang

Expert Systems With Applications,Vol. 302

2025

Solving multi-objective energy-efficient flexible job shop problems by a dual-level NSGA-II algorithm

Junqing Li, Weimeng Zhang, Jiake Li

Memetic Computing,Vol. 170, No. 20

2025

A Q-learning driven multi-objective evolutionary algorithm for worker fatigue dual-resource-constrained distributed hybrid flow shop

Haonan Song, Junqing Li, Zhaosheng Du, Xin Yu, Ying Xu, Zhixin Zheng, Jiake Li

Computers & Operations Research,Vol. 175

2025

分布式流水车间调度与算法

李俊青

2025

Solving electric vehicle routing problem with recharging and battery swapping using a collaborative decision attention network

Qi Long Sun, Junqing Li, Xiaolong Chen, Zhong‐Zhi Yang, Ya-nan Wang, Zhaosheng Du, Wei Li

Expert Systems with Applications

2025

Multi-strategy boosted dung beetle optimizer and its applications for photovoltaic models and engineering applications

Xiaoyu Liu, Qingke Zhang, Junqing Li, Huaxiang Zhang

International Journal of Machine Learning and Cybernetics

2025

A Heterogeneous Progressive Attention Network for Multi-objective Flexible Job Shop Scheduling

Zunxun Wang, Li Wang, Junqing Li, Xiaolong Chen

Lecture notes in computer science

2024

Multi-population cooperative multi-objective evolutionary algorithm for sequence-dependent group flow shop with consistent sublots

Yuanyuan Zhang, Junqing Li, Ying Xu, Peiyong Duan

Expert Systems With Applications,Vol. 237

2024

A composite surrogate-assisted evolutionary algorithm for expensive many-objective optimization

Zhaomin Zhai, Yanyan Tan, Xiaojie Li, Junqing Li, Huaxiang Zhang

Expert Systems With Applications,Vol. 236

2024

求解能耗成本平衡的分布式阻塞流水线调度群体迭代贪婪算法

韩雪,王玉亭,韩玉艳,李俊青

《控制理论与应用》

2024

基于问题性质的装配式预制件配送优化算法

亓瑞,李俊青

《控制理论与应用》

2024

资源约束混合流水车间调度优化方法

李俊青

《中国水利水电出版社》

2024

Two-level balancing multi-objective algorithm for trapezoidal type-2 fuzzy flexible job shop problems

Junqing Li, Jia-Ke Li, Kai-Zhou Gao, Pei-Yong Duan

Information Sciences

2024

A novel multi-objective hybrid evolutionary algorithm based on variable weight strategy for distributed hybrid flowshop scheduling with batch processing machines and variable sublots

Chengshuai Li, Yuyan Han, Biao Zhang, Yuting Wang, Junqing Li, Kaizhou Gao

Applied Soft Computing

2024

Solving distributed assembly blocking flowshop with order acceptance by knowledge-driven multiobjective algorithm

Ting Li, Junqing Li, Junqing Li, Xiaolong Chen, Jia-ke Li, Jia-ke Li

Engineering Applications of Artificial Intelligence

2024

A hybrid whale optimization algorithm for distributed no-wait flow-shop scheduling problem with batch delivery

Xinjie Zhang, Junqing Li, Xiao-feng Liu, Jie Tian, Peiyong Duan, Yanyan Tan

Journal of Intelligent & Fuzzy Systems

2024

Deep Reinforcement Learning Based on Graph Neural Network for Flexible Job Shop Scheduling Problem with Lot Streaming

Junchao He, Junqing Li

Lecture notes in computer science

2024

A Multi-action Reinforcement Learning Framework via Pointer Graph Neural Network for Flexible Job-Shop Scheduling Problems with Resource Transfer

Fuhao Xu, Junqing Li

Lecture notes in computer science

2024

A Knowledge-Driven Cooperative Optimization Algorithm for Multi-objective Energy-Efficient Flexible Job Scheduling with Variable Machine Speeds

Weimeng Zhang, Junqing Li

Lecture notes in computer science

2024

A genetic programming based cooperative evolutionary algorithm for flexible job shop with crane transportation and setup times

Xiaolong Chen, Junqing Li, Junqing Li, Zunxun Wang, Jiake Li, Jiake Li, Kaizhou Gao

Applied Soft Computing

2023

Knowledge-Based Reinforcement Learning and Estimation of Distribution Algorithm for Flexible Job Shop Scheduling Problem

Yu Du, Junqing Li, Xiaolong Chen, Pei-Yong Duan, Quan-Ke Pan

IEEE Transactions on Emerging Topics in Computational Intelligence

2023

Invasive weed optimization for multi-AGVs dispatching problem in a matrix manufacturing workshop

Zhong-Kai Li, Hong-Yan Sang, Junqing Li, Yu-Yan Han, Kai-zhou Gao, Zhi-Xin Zheng, Li-Li Liu

Swarm and Evolutionary Computation

2023

A collaboration-based multi-objective algorithm for distributed hybrid flowshop scheduling with resource constraints

Ronghao Li, Junqing Li, Jinhua Li, Pei-Yong Duan

Swarm and Evolutionary Computation

2023

An effective self-adaptive iterated greedy algorithm for a multi-AGVs scheduling problem with charging and maintenance

Wenqiang Zou, Quan-Ke Pan, Lei-Lei Meng, Hong-Yan Sang, Yu-Yan Han, Junqing Li

Expert systems with applications

2023

Dynamic AGV Scheduling Model With Special Cases in Matrix Production Workshop

Zhong-Kai Li, Hong-Yan Sang, Quanke Pan, Kaizhou Gao, Yu-Yan Han, Junqing Li

IEEE Transactions on Industrial Informatics

2023

Intelligent Optimization Under Multiple Factories: Hybrid Flow Shop Scheduling Problem with Blocking Constraints Using an Advanced Iterated Greedy Algorithm

Yong Wang, Yuting Wang, Yuyan Han, Junqing Li, Kaizhou Gao, Yusuke Nojima

Complex System Modeling and Simulation

2023

Q-learning based multi-objective immune algorithm for fuzzy flexible job shop scheduling problem considering dynamic disruptions

Xiaolong Chen, Junqing Li, Ying Xu

Swarm and Evolutionary Computation

2023

An efficient Optimization State-based Coyote Optimization Algorithm and its applications

Qingke Zhang, Xianglong Bu, Zhi‐Hui Zhan, Junqing Li, Huaxiang Zhang

Applied Soft Computing

2023

Multi-Objective Artificial Bee Colony for Assembly Flexible Job Shop with Transportation and Setup Times

Runxin Han, Junqing Li, Xiumei Xiao

2023

A hybrid evolutionary immune algorithm for fuzzy flexible job shop scheduling problem with variable processing speeds

Xiaolong Chen, Junqing Li, Yu Du

Expert Systems with Applications

2023

A knowledge-driven multiobjective optimization algorithm for the transportation of assembled prefabricated components with multi-frequency visits

Rui Qi, Junqing Li, Xiaofeng Liu

Automation in Construction

2023

A Distributed Blocking Flowshop Scheduling with Setup Times Using Multi-Factory Collaboration Iterated Greedy Algorithm

Chenyao Zhang, Yuyan Han, Yuting Wang, Junqing Li, Kaizhou Gao

Mathematics

2023

Energy-Efficient Iterative Greedy Algorithm for the Distributed Hybrid Flow Shop Scheduling With Blocking Constraints

Haoxiang Qin, Yuyan Han, Qingda Chen, Ling Wang, Yuting Wang, Junqing Li, Yiping Liu

IEEE Transactions on Emerging Topics in Computational Intelligence

2023

Real-time data-driven automatic design of multi-objective evolutionary algorithm: A case study on production scheduling

Biao Zhang, Leilei Meng, Chao Lu, Junqing Li

Applied Soft Computing

2022

求解阻塞混合流水车间调度的双层变异迭代贪婪算法

秦浩翔,韩玉艳,陈庆达,李俊青,桑红燕

《控制与决策》

2022

Solving heterogeneous distributed no-wait flow shop scheduling problems by a cooperative multi-objective algorithm

Qingqing Zeng, Junqing Li

Asian Control Conference

2022

An effective iterative greedy algorithm for distributed blocking flowshop scheduling problem with balanced energy costs criterion

Xue Han, Yu-Yan Han, Biao Zhang, Hao-Xiang Qin, Junqing Li, Yi-Ping Liu, Dunwei Gong

Applied Soft Computing

2022

An improved multi-objective imperialist competitive algorithm for surgical case scheduling problem with switching and preparation times

Hui Yu, Junqing Li, Xiaolong Chen, Wei Niu, Hong-Yan Sang

Cluster Computing

2022

Intelligent optimization under blocking constraints: A novel iterated greedy algorithm for the hybrid flow shop group scheduling problem

Hao-Xiang Qin, Yu-Yan Han, Yu-Ting Wang, Yi-Ping Liu, Junqing Li, Quanke Pan

Knowledge-Based Systems

2022

A collaborative iterative greedy algorithm for the scheduling of distributed heterogeneous hybrid flow shop with blocking constraints

Hao-Xiang Qin, Yu-Yan Han, Yiping Liu, Junqing Li, Quan-Ke Pan, Xue Han

Expert systems with applications

2022

Improved NSGA-II for energy-efficient distributed no-wait flow-shop with sequence-dependent setup time

Qing-qing Zeng, Junqing Li, Rong-hao Li, Ting Huang, Yu-Yan Han, Hong-Yan Sang

Complex & Intelligent Systems

2022

Energy-Efficient Hybrid Flowshop Scheduling with Consistent Sublots Using an Improved Cooperative Coevolutionary Algorithm

Chengshuai Li, Biao Zhang, Yu-Yan Han, Yu-Ting Wang, Junqing Li, Kaizhou Gao

Mathematics

2022

A Hybrid Iterated Greedy Algorithm for a Crane Transportation Flexible Job Shop Problem

Junqing Li, Yu Du, Kaizhou Gao, Pei-Yong Duan, Dun-Wei Gong, Quan-Ke Pan, P. Suganthan

IEEE Transactions on Automation Science and Engineering

2022

An evolutionary algorithm for a hybrid flowshop scheduling problem with consistent sublots

Xinli Zhang, Biao Zhang, Leilei Meng, Ya-Ping Ren, Rong-Hua Meng, Junqing Li

International Journal of Automation and Control

2022

Growth Optimizer: A powerful metaheuristic algorithm for solving continuous and discrete global optimization problems

Qingke Zhang, Hao Gao, Zhi‐Hui Zhan, Junqing Li, Huaxiang Zhang

Knowledge-Based Systems

2022

A hybrid complementary metaheuristic for VRPTW with product classification and pickup-delivery constraints

Hui Jin, Junqing Li

Journal of Intelligent & Fuzzy Systems

2022

Bi-objective optimization using an improved NSGA-II for energy-efficient scheduling of a distributed assembly blocking flowshop

Wei Niu, Junqing Li, Hui Jin, Rui Qi, Hongyan Sang

Engineering Optimization

2022

QMOEA: A Q-learning-based multiobjective evolutionary algorithm for solving time-dependent green vehicle routing problems with time windows

Rui Qi, Junqing Li, Juan Wang, Hui Jin, Yuyan Han

Information Sciences

2022

A hybrid imperialist competitive algorithm for the outpatient scheduling problem with switching and preparation times

Yu Hui, Junqing Li, Xiaolong Chen, Wei-meng Zhang

Journal of Intelligent & Fuzzy Systems

2022

A two-stage cooperative evolutionary algorithm for energy-efficient distributed group blocking flow shop with setup carryover in precast systems

Wei Niu, Junqing Li

Knowledge-Based Systems

2022

An Improved Hyperplane Assisted Multiobjective Optimization for Distributed Hybrid Flow Shop Scheduling Problem in Glass Manufacturing Systems

Yadian Geng, Junqing Li

Computer Modeling in Engineering & Sciences

2022

Variable surrogate model-based particle swarm optimization for high-dimensional expensive problems

Jie Tian, Mingdong Hou, Hongli Bian, Junqing Li

Complex & Intelligent Systems

2022

An Improved Artificial Bee Colony Algorithm With Q-Learning for Solving Permutation Flow-Shop Scheduling Problems

Hanxiao Li, Kaizhou Gao, Peiyong Duan, Junqing Li, Le Zhang

IEEE Transactions on Systems Man and Cybernetics Systems

2021

带运输资源约束柔性作业车间调度问题的人工蜂群算法

李俊青,杜宇,田杰,段培永,潘全科

《电子学报》

2021

A collaborative variable neighborhood descent algorithm for the hybrid flowshop scheduling problem with consistent sublots

Biao Zhang, Quan-Ke Pan, Leilei Meng, Xinli Zhang, Ya-Ping Ren, Junqing Li, Xu-Chu Jiang

Applied Soft Computing

2021

Distributed Flow Shop Scheduling with Sequence-Dependent Setup Times Using an Improved Iterated Greedy Algorithm

Xue Han, Yu-Yan Han, Qing-da Chen, Junqing Li, Hong-Yan Sang, Yi-Ping Liu, Quan-Ke Pan, Y. Nojima

Complex System Modeling and Simulation

2021

A wale optimization algorithm for distributed flow shop with batch delivery

Qinghua Li, Junqing Li, Xin-jie Zhang, Biao Zhang

Soft Computing - A Fusion of Foundations, Methodologies and Applications

2021

An effective multi-AGVs dispatching method applied to matrix manufacturing workshop

Xu-Jin Zhang, Hong-Yan Sang, Junqing Li, Yu-Yan Han, Peng Duan

Computers & industrial engineering

2021

A green scheduling algorithm for the distributed flowshop problem

Yuanzhen Li, Quan-Ke Pan, Kaizhou Gao, M. Tasgetiren, Biao Zhang, Junqing Li

Applied Soft Computing

2021

An Adaptive Iterated Greedy algorithm for distributed mixed no-idle permutation flowshop scheduling problems

Yuanzhen Li, Quan-Ke Pan, Junqing Li, Liang Gao, M. Tasgetiren

Swarm and Evolutionary Computation

2021

An effective iterated greedy algorithm for multi-AGVs dispatching problem in material distribution

Xu-Jin Zhang, Hong-Yan Sang, Zhong-Kai Li, Junqing Li, Heng-wei Guo

Journal of Physics, Conference Series

2021

An improved iterated greedy algorithm for the distributed flow shop scheduling problem with sequence-dependent setup times

Xue Han, Yu-Yan Han, Yiping Liu, Quan-Ke Pan, Hao-Xiang Qin, Junqing Li

International Conference on Information and Software Technologies

2021

An improved iterated greedy algorithm for distributed robotic flowshop scheduling with order constraints

Wenhan Li, Xiaolong Chen, Junqing Li, Hong-Yan Sang, Yu-Yan Han, Shubo Du

Computers & industrial engineering

2021

An effective discrete invasive weed optimization algorithm for multi-AGVs dispatching problem in a matrix production workshop

Zhong-Kai Li, Hong-Yan Sang, Xu-Jin Zhang, Junqing Li, Heng-wei Guo

Cybersecurity and Cyberforensics Conference

2021

Improved Artificial Immune System Algorithm for Type-2 Fuzzy Flexible Job Shop Scheduling Problem

Junqing Li, Zheng-Min Liu, Chengdong Li, Zhi-Xin Zheng

IEEE transactions on fuzzy systems

2021

A hybrid estimation of distribution algorithm for distributed flexible job shop scheduling with crane transportations

Yu Du, Junqing Li, Chaojin Luo, Leilei Meng

Swarm and Evolutionary Computation

2021

An automatic multi-objective evolutionary algorithm for the hybrid flowshop scheduling problem with consistent sublots

Biao Zhang, Quan-Ke Pan, Leilei Meng, Chao Lu, Jian-Hui Mou, Junqing Li

Knowledge-Based Systems

2021

An Improved SMA Algorithm for Solving Global Optimization Problems

Heng-wei Guo, Hong-Yan Sang, Junqing Li, Yu-Yan Han, Biao Zhang, Leilei Meng

International Conference on Intelligent Computing

2021

A hybrid imperialist competitive algorithm for the outpatient scheduling problem with switching and preparation times

Hui Yu, Junqing Li, Yu-Yan Han, Hong-Yan Sang

Cybersecurity and Cyberforensics Conference

2021

Adapting a reinforcement learning method for the distributed blocking hybrid flow shop scheduling problem

Hao-Xiang Qin, Yu-Ting Wang, Yu-Yan Han, Qing-da Chen, Junqing Li

2021 5th Asian Conference on Artificial Intelligence Technology (ACAIT)

2021

A quick and effective iterated greedy algorithm for energy-efficient hybrid flow shop scheduling problem with blocking constraint

Hao-Xiang Qin, Yu-Yan Han, Junqing Li, Hong-Yan Sang, Qing-da Chen, Leilei Meng, Biao Zhang

International Conference on Information and Software Technologies

2021

A hybrid algorithm for electric vehicle routing problem with nonlinear charging

Jia-Wen Deng, Junqing Li, Cheng-You Li, Yu-Yan Han, Qingsong Liu, B. Niu, Li-Li Liu, Biao Zhang

Journal of Intelligent & Fuzzy Systems

2021

Constraint programing for solving four complex flexible shop scheduling problems

Leilei Meng, Chao Lu, Biao Zhang, Ya-Ping Ren, Chang Lv, Hong-Yan Sang, Junqing Li, Chaoyong Zhang

IET Collaborative Intelligent Manufacturing

2021

An effective hybrid collaborative algorithm for energy-efficient distributed permutation flow-shop inverse scheduling

Jianhui Mou, Peiyong Duan, Liang Gao, Xinhua Liu, Junqing Li

Future Generation Computer Systems

2021

Solving Type-2 Fuzzy Distributed Hybrid Flowshop Scheduling Using an Improved Brain Storm Optimization Algorithm

Junqing Li, Jiake Li, Jiake Li, Jiake Li, Yuyan Han, Hongyan Sang, Yuyan Han, Qingda Chen

International Journal of Fuzzy Systems

2021

A Modified Expected Improvement Criterion for Multi-objective Bayesian Evolutionary Optimization

Hongli Bian, Jialiang Yu, Jie Tian, Junqing Li

International Conference on Industrial Artificial Intelligence (IAI)

2020

时间约束混合流水车间调度问题综述

李俊青,李文涵,陶昕瑞,杜宇,韩玉艳,潘全科

《控制理论与应用》

2020

Optimal Chiller Loading for Energy Conservation Using an Improved Fruit Fly Optimization Algorithm

Min Qi, Junqing Li, Yu-Yan Han, Jin-Xin Dong

Energies

2020

Discrete imperialist competitive algorithm for the resource-constrained hybrid flowshop problem

Xin-rui Tao, Junqing Li, Yu-Yan Han, Peng Duan, Kai-Zhou Gao

Journal of Industrial and Production Engineering

2020

An improved brain storm optimization algorithm for fuzzy distributed hybrid flowshop scheduling with setup time

Junqing Li, Hui Yu, Xiaolong Chen, Wenhan Li, Yu Du, Yu-Yan Han

GECCO Companion

2020

Improved artificial immune algorithm for the flexible job shop problem with transportation time

Xiaolong Chen, Junqing Li, Yu-Yan Han, Hong-Yan Sang

Measurement and control (London. 1968)

2020

An improved Jaya algorithm for solving the flexible job shop scheduling problem with transportation and setup times

Junqing Li, Jia-Wen Deng, Cheng-You Li, Yu-Yan Han, Jie Tian, Biao Zhang, Cun-gang Wang

Knowledge-Based Systems

2020

Meta-heuristic algorithm for solving vehicle routing problems with time windows and synchronized visit constraints in prefabricated systems

Junqing Li, Yun-Qi Han, Pei-Yong Duan, Yu-Yan Han, B. Niu, Cheng-dong Li, Zhi-Xin Zheng, Yi-Ping Liu

2020

Improved Jaya Algorithm for Flexible Job Shop Rescheduling Problem

Kaizhou Gao, Fa-Jun Yang, Junqing Li, Hong-Yan Sang, Jianping Luo

IEEE Access

2020

An imperialist competition algorithm using a global search strategy for physical examination scheduling

Hui Yu, Junqing Li, Lijing Zhang, Peng Duan

Applied intelligence (Boston)

2020

Hybrid Artificial Bee Colony Algorithm for a Parallel Batching Distributed Flow-Shop Problem With Deteriorating Jobs

Junqing Li, Mei-xian Song, Ling Wang, Pei-Yong Duan, Yu-Yan Han, Hong-Yan Sang, Quan-Ke Pan

IEEE Transactions on Cybernetics

2020

Discrete imperialist competitive algorithm for the resource-constrained hybrid flowshop problem with energy consumption

Xin-rui Tao, Junqing Li, Ting Huang, Peng Duan

Complex & Intelligent Systems

2020

Metaheuristics for solving the vehicle routing problem with the time windows and energy consumption in cold chain logistics

Mei-xian Song, Junqing Li, Yun-Qi Han, Yu-Yan Han, Li-li Liu, Qun Sun

Applied Soft Computing

2020

Metaheuristic algorithm for solving the multi-objective vehicle routing problem with time window and drones

Yun-Qi Han, Junqing Li, Zheng-Min Liu, Chuang Liu, Jie Tian

2020

MILP Modeling and Optimization of Energy- Efficient Distributed Flexible Job Shop Scheduling Problem

Leilei Meng, Ya-Ping Ren, Biao Zhang, Junqing Li, Hong-Yan Sang, Chaoyong Zhang

IEEE Access

2020

Discrete evolutionary multi-objective optimization for energy-efficient blocking flow shop scheduling with setup time

Yu-Yan Han, Junqing Li, Hong-Yan Sang, Yi-Ping Liu, Kaizhou Gao, Quan-Ke Pan

Applied Soft Computing

2020

Efficient multi-objective algorithm for the lot-streaming hybrid flowshop with variable sub-lots

Junqing Li, Xin-rui Tao, Baoxian Jia, Yu-Yan Han, Chuang Liu, Peng Duan, Zhi-Xin Zheng, Hong-Yan Sang

Swarm and Evolutionary Computation

2020

Improved Migrating Birds Optimization Algorithm to Solve Hybrid Flowshop Scheduling Problem With Lot-Streaming

Ping Wang, Hong-Yan Sang, Qiuyun Tao, Heng-wei Guo, Junqing Li, Kaizhou Gao, Yu-Yan Han

IEEE Access

2019

超启发式文化基因算法优化生产与预维修集成调度问题

吴秀丽,张志强,赵宁,李俊青

《计算机集成制造系统》

2019

Multi-Objective Migrating Birds Optimization Algorithm for Stochastic Lot-Streaming Flow Shop Scheduling With Blocking

Yu-Yan Han, Junqing Li, Dun-Wei Gong, Hong-Yan Sang

IEEE Access

2019

Solving multi-area environmental/ economic dispatch by Pareto-based chemical-reaction optimization algorithm

Junqing Li, Hong-Yan Sang, Quan-Ke Pan, Peiyong Duan, Kaizhou Gao

IEEE/CAA Journal of Automatica Sinica

2019

A hybrid invasive weed optimization algorithm for the economic load dispatch problem in power systems.

Zhi-Xin Zheng, Junqing Li, Hong-Yan Sang

Mathematical biosciences and engineering : MBE

2019

Solving Distributed Hybrid Flowshop Scheduling Problems by a Hybrid Brain Storm Optimization Algorithm

Jian-Xiu Hao, Junqing Li, Yu Du, Mei-xian Song, Peng Duan, Ying-Yu Zhang

IEEE Access

2019

Effective Hot Rolling Batch Scheduling Algorithms in Compact Strip Production

Qing-da Chen, Quan-Ke Pan, Biao Zhang, Jin-Liang Ding, Junqing Li

IEEE Transactions on Automation Science and Engineering

2019

Optimal chiller loading by improved artificial fish swarm algorithm for energy saving

Zhi-Xin Zheng, Junqing Li, Pei-Yong Duan

Mathematics and Computers in Simulation

2019

A hybrid multi-objective artificial bee colony algorithm for flexible task scheduling problems in cloud computing system

Junqing Li, Yun-Qi Han

Cluster Computing

2019

Solving the vehicle routing problem with time window by using an improved brain strom optimization

Mei-xian Song, Junqing Li, Yu-Yan Han, Zhi-Xin Zheng

IEEE Congress on Evolutionary Computation

2019

An improved artificial bee colony algorithm for addressing distributed flow shop with distance coefficient in a prefabricated system

Junqing Li, Shun-Chang Bai, Peiyong Duan, Hong-Yan Sang, Yu-Yan Han, Zhi-Xin Zheng

International Journal of Production Research

2019

Effective invasive weed optimization algorithms for distributed assembly permutation flowshop problem with total flowtime criterion

Hong-Yan Sang, Quan-Ke Pan, Junqing Li, Ping Wang, Yu-Yan Han, Kaizhou Gao, Peng Duan

Swarm and Evolutionary Computation

2019

Solving robotic distributed flowshop problem using an improved iterated greedy algorithm

Wenhan Li, Junqing Li, Kaizhou Gao, Yu-Yan Han, B. Niu, Zheng-Min Liu, Qun Sun

International Journal of Advanced Robotic Systems

2019

Migrating Birds Optimization for Lot-streaming flow shop scheduling problem

Yu-Yan Han, Junqing Li, Yi-Ping Liu, Zhi-Xin Zheng, Yuxia Pan, Hong-Yan Sang, Li-Li Liu

IEEE Congress on Evolutionary Computation

2019

Some q ‐rung orthopair uncertain linguistic aggregation operators and their application to multiple attribute group decision making

Zhengmin Liu, Hongxue Xu, Yuannian Yu, Junqing Li

International Journal of Intelligent Systems

2019

q‐Rung orthopair uncertain linguistic partitioned Bonferroni mean operators and its application to multiple attribute decision‐making method

Zhengmin Liu, Lin Li, Junqing Li

International Journal of Intelligent Systems

2019

Interval Multiobjective Optimization With Memetic Algorithms

Jing Sun, Zhuang Miao, Dunwei Gong, Xiao‐Jun Zeng, Junqing Li, Gai‐Ge Wang

IEEE Transactions on Cybernetics

2018

柔性作业车间调度问题及其智能优化算法(英文版)

李俊青

2018

求解混合流水车间调度的多目标优化算法

谢光,潘玉霞,李俊青

《计算机工程与设计》

2018

An effective invasive weed optimization algorithm for scheduling semiconductor final testing problem

Hong-Yan Sang, Pei-Yong Duan, Junqing Li

Swarm and Evolutionary Computation

2018

Research on Vehicle Routing Problem and Its Optimization Algorithm Based on Assembled Building

Kun Jiang, Junqing Li, B. Niu, Yongqin Jiang, Xiaoping Lin, Pei-Yong Duan

International Conference on Intelligent Computing

2018

Application of Ant Colony Algorithms to Solve the Vehicle Routing Problem

Mei-xian Song, Junqing Li, Li Li, Wang Yong, Pei-Yong Duan

International Conference on Intelligent Computing

2018

Efficient multi-objective optimization algorithm for hybrid flow shop scheduling problems with setup energy consumptions

Junqing Li, Hong-Yan Sang, Yu-Yan Han, Cun-gang Wang, Kaizhou Gao

2018

Solving multi-objective path planning for service robot by a pareto-based optimization algorithm

Peng Duan, Hong-Yan Sang, Junqing Li, Yu-Yan Han, Qun Sun

Chinese Control and Decision Conference

2018

Optimal chiller loading by improved invasive weed optimization algorithm for reducing energy consumption

Zhi-Xin Zheng, Junqing Li

2018

Research on Swarm Intelligence Algorithm Based on Prefabricated Construction Vehicle Routing Problem

Xingrui Chen, Junqing Li, Yongqin Jiang, Yun-Qi Han, Kun Jiang, Xiaoping Lin, Pei-Yong Duan

International Conference on Intelligent Computing

2018

Research on Vehicle Routing Problem with Time Windows Restrictions

Yun-Qi Han, Junqing Li, Yongqin Jiang, Xingrui Chen, Kun Jiang, Xiaoping Lin, Pei-Yong Duan

International Conference on Intelligent Computing

2018

A Developed Firefly Algorithm for Multi-Objective Path Planning Optimization Problem

Peng Duan, Junqing Li, Hong-Yan Sang, Yu-Yan Han, Qun Sun

Cyber ..

2018

An improved migrating birds optimization for an integrated lot-streaming flow shop scheduling problem

Tao Meng, Quan-Ke Pan, Junqing Li, Hong-Yan Sang

Swarm and Evolutionary Computation

2018

Solving chiller loading optimization problems using an improved teaching‐learning‐based optimization algorithm

Peiyong Duan, Junqing Li, Yong Wang, Hong-Yan Sang, Baoxian Jia

2018

An Efficient Optimization Algorithm for Resource-Constrained Steelmaking Scheduling Problems

Junqing Li, Pei-Yong Duan, Hong-Yan Sang, Song Wang, Zheng-Min Liu, Peng Duan

IEEE Access

2018

An effective discrete invasive weed optimization algorithm for lot-streaming flowshop scheduling problems

Hong-Yan Sang, Quan-Ke Pan, Pei-Yong Duan, Junqing Li

Journal of Intelligent Manufacturing

2018

Optimal Chiller Loading by MOEA/D for Reducing Energy Consumption

Yong Wang, Junqing Li, Mei-xian Song, Li Li, Pei-Yong Duan

International Conference on Intelligent Computing

2018

An Improved Discrete Migrating Birds Optimization for Lot-Streaming Flow Shop Scheduling Problem with Blocking

Yu-Yan Han, Junqing Li, Hong-Yan Sang, Tian Tian, Yun Bao, Qun Sun

International Conference on Intelligent Computing

2017

求解离散调度问题的双机制头脑风暴优化算法

吴秀丽,张志强,李俊青

《控制与决策》

2017

Discrete Jaya algorithm for solving flexible job shop rescheduling problem

Jing Guo, Kaizhou Gao, Chao Wang, Hong-Yan Sang, Junqing Li, Peiyong Duan

Chinese Control and Decision Conference

2017

A two-stage invasive weed optimization algorithm for distributed assembly permutation flowshop problem

Hong-Yan Sang, Quan-Ke Pan, Pei-Yong Duan, Junqing Li, Peng Duan

ACM Cloud and Autonomic Computing Conference

2017

Bi-objective Water Cycle Algorithm for Solving Remanufacturing Rescheduling Problem

Kaizhou Gao, Peiyong Duan, Rong Su, Junqing Li

Asia-Pacific Conference on Simulated Evolution and Learning

2017

An effective modified migrating birds optimization for hybrid flowshop scheduling problem with lot streaming

Biao Zhang, Quan-Ke Pan, Liang Gao, Xinli Zhang, Hong-Yan Sang, Junqing Li

Applied Soft Computing

2017

A hybrid artificial bee colony for optimizing a reverse logistics network system

Junqing Li, Ji-dong Wang, Quan-Ke Pan, Pei-Yong Duan, Hong-Yan Sang, Kaizhou Gao, Yu Xue

Soft Computing - A Fusion of Foundations, Methodologies and Applications

2017

A Hybrid Artificial Bee Colony Algorithm to Solve Multi-objective Hybrid Flowshop in Cloud Computing Systems

Junqing Li, Yu-Yan Han, Cun-gang Wang

International Conference on Communication, Computing & Security

2016

A Hybrid Fruit Fly Optimization Algorithm for the Realistic Hybrid Flowshop Rescheduling Problem in Steelmaking Systems

Junqing Li, Quan-Ke Pan, K. Mao

IEEE Transactions on Automation Science and Engineering

2016

Discrete Jaya algorithm for flexible job shop scheduling problem with new job insertion

Kaizhou Gao, Ali Sadollah, Yicheng Zhang, Rong Su, Junqing Li

International Conference on Control, Automation, Robotics and Vision

2016

A Discrete Invasive Weed Optimization Algorithm for the No-Wait Lot-Streaming Flow Shop Scheduling Problems

Hong-Yan Sang, Pei-Yong Duan, Junqing Li

International Conference on Intelligent Computing

2016

An Improved Artificial Bee Colony Algorithm for Solving Hybrid Flexible Flowshop With Dynamic Operation Skipping

Junqing Li, Quan-Ke Pan, Pei-Yong Duan

IEEE Transactions on Cybernetics

2016

A Developed NSGA-II Algorithm for Multi-objective Chiller Loading Optimization Problems

Pei-Yong Duan, Yong Wang, Hong-Yan Sang, Cun-gang Wang, Min Qi, Junqing Li

International Conference on Intelligent Computing

2016

Solving the shortest-path problem in logistics distribution for vehicle-routing optimization

Baoxian Jia, Yong Wang, Jinhai Yuan, Junqing Li

International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery

2015

求解混合流水线调度问题的离散人工蜂群算法

李俊青,李俊青 潘全科 王法涛

《运筹与管理》,Vol. 24, No. 1

2015

Solving the large-scale hybrid flow shop scheduling problem with limited buffers by a hybrid artificial bee colony algorithm

Junqing Li, Quan-Ke Pan

Information Sciences

2015

A discrete teaching-learning-based optimisation algorithm for realistic flowshop rescheduling problems

Junqing Li, Quan-Ke Pan, K. Mao

Engineering applications of artificial intelligence

2014

Solving complex task scheduling by a hybrid genetic algorithm

Junqing Li, Quan-Ke Pan, Maoa Kun

Proceeding of the 11th World Congress on Intelligent Control and Automation

2014

Scheduling a real-world hybrid flow shop with variable processing times using Lagrangian relaxation

K. Mao, Quan-Ke Pan, Xin-Fu Pang, Tianyou Chai, Junqing Li

Proceeding of the 11th World Congress on Intelligent Control and Automation

2014

A hybrid variable neighborhood search for solving the hybrid flow shop scheduling problem

Junqing Li, Quan-Ke Pan, Fa-Tao Wang

Applied Soft Computing

2014

A hybrid Pareto-based algorithm for multi-objective resource allocation problem

Junqing Li, Quan-Ke Pan, K. Mao

Chinese Control and Decision Conference

2014

Hybrid Particle Swarm Optimization for Hybrid Flowshop Scheduling Problem with Maintenance Activities

Junqing Li, Quan-Ke Pan, K. Mao

TheScientificWorldJournal

2014

A new penalty function method for constrained optimization using harmony search algorithm

Biao Zhang, Jun-Hua Duan, Hong-Yan Sang, Junqing Li, Hui-hui Yan

IEEE Congress on Evolutionary Computation

2014

A novel discrete artificial bee colony algorithm for the hybrid flowshop scheduling problem with makespan minimisation

Quan-Ke Pan, Ling Wang, Junqing Li, Jun-Hua Duan

2014

Solving the steelmaking casting problem using an effective fruit fly optimisation algorithm

Junqing Li, Quan-Ke Pan, K. Mao, P. Suganthan

Knowledge-Based Systems

2014

A discrete artificial bee colony algorithm for the multi-objective flexible job-shop scheduling problem with maintenance activities

Junqing Li, Quan-Ke Pan, M. Tasgetiren

2013

有限缓冲区流水车间调度的混合人工蜂群算法

张培文,潘全科,李俊青,段俊华

《计算机集成制造系统》

2013

Chemical-reaction optimization for solving fuzzy job-shop scheduling problem with flexible maintenance activities

Junqing Li, Quan-Ke Pan

2013

Effective heuristics for the no-wait flow shop scheduling problem with total flow time minimization

Kaizhou Gao, Quan-Ke Pan, P. Suganthan, Junqing Li

2013

A HYBRID GENETIC ALGORITHM FOR TASK SCHEDULING IN INTERNOT OF THINGS

Junqing Li, Yu-Ting Wang, Tao Sun

2013

Solving Fuzzy Job-shop Scheduling Problems by a Hybrid Optimization Algorithm

Junqing Li

2013

A speed-up method for calculating total flowtime in permutation flow shop scheduling problem

Jun-Hua Duan, Yu-Jie Yang, Kaizhou Gao, Junqing Li, Quan-Ke Pan

Chinese Control and Decision Conference

2013

A High Performing Memetic Algorithm for the Flowshop Scheduling Problem With Blocking

Quan-Ke Pan, Ling Wang, Hong-Yan Sang, Junqing Li, Min Liu

IEEE Transactions on Automation Science and Engineering

2012

Effective hybrid discrete artificial bee colony algorithms for the total flowtime minimization in the blocking flowshop problem

Yu-Yan Han, Jing Liang, Quan-Ke Pan, Junqing Li, Hong-Yan Sang, N.-N. Cao

The International Journal of Advanced Manufacturing Technology

2012

An effective shuffled frog-leaping algorithm for multi-objective flexible job shop scheduling problems

Junqing Li, Quan-Ke Pan, Shengxian Xie

Applied Mathematics and Computation

2012

Harmony search algorithm with dynamic control parameters

Jing Chen, Quan-Ke Pan, Junqing Li

Applied Mathematics and Computation

2012

Solving fuzzy job-shop scheduling problem by genetic algorithm

Junqing Li, Shengxian Xie, Tao Sun, Yu-Ting Wang, Hua-Qing Yang

Chinese Control and Decision Conference

2012

A hybrid Pareto-based local search algorithm for multi-objective flexible job shop scheduling problems

Junqing Li, Quan-Ke Pan, Jing Chen

2012

Efficient variable neighborhood search for identical parallel machines scheduling

Jing Chen, Junqing Li

Proceedings of the 31st Chinese Control Conference

2012

A hybrid dynamic harmony search algorithm for identical parallel machines scheduling

Jing Chen, Quan-Ke Pan, Ling Wang, Junqing Li

2012

A Hybrid Harmony Search Algorithm for the no-Wait Flow-shop Scheduling Problems

Kaizhou Gao, Quan-Ke Pan, Junqing Li, Yu-Ting Wang, Jing J. Liang

Asia Pac. J. Oper. Res.

2012

Solving task scheduling in peer-to-peer by tabu search

Junqing Li, Shengxian Xie, Tao Sun, Yu-Ting Wang, Hua-Qing Yang

Chinese Control and Decision Conference

2012

Erratum to: A hybrid discrete particle swarm optimization algorithm for solving fuzzy job shop scheduling problem

Junqing Li, Yuxia Pan

The International Journal of Advanced Manufacturing Technology

2012

Chemical-reaction optimization for flexible job-shop scheduling problems with maintenance activity

Junqing Li, Quan-Ke Pan

Applied Soft Computing

2012

Solving Fuzzy Job-Shop Scheduling Problem by a Hybrid PSO Algorithm

Junqing Li, Quan-Ke Pan, P. Suganthan, M. Tasgetiren

International Conference on Artificial Intelligence and Soft Computing

2012

Evolved Discrete Harmony Search Algorithm for Multi-objective No-wait Flow Shop Scheduling Problem

Guang-Min Xie, Junqing Li

2012

A hybrid discrete particle swarm optimization algorithm for solving fuzzy job shop scheduling problem

Junqing Li, Yuxia Pan

The International Journal of Advanced Manufacturing Technology

2011

蛙跳优化算法求解多目标无等待流水线调度

潘玉霞,潘全科,李俊青

《控制理论与应用》

2011

Hybrid algorithm based on Chemical Reaction Optimization and Lin-Kernighan local search for the Traveling Salesman Problem

Jian Sun, Yu-Ting Wang, Junqing Li, Kai-zhou Gao

2011 Seventh International Conference on Natural Computation

2011

Memetic Algorithm based on Improved Inver-over operator and Lin-Kernighan local search for the Euclidean traveling salesman problem

Yu-Ting Wang, Junqing Li, Kaizhou Gao, Quan-Ke Pan

Computers and Mathematics with Applications

2011

An effective shuffled frog-leaping algorithm for lot-streaming flow shop scheduling problem

Quan-Ke Pan, Ling Wang, Liang Gao, Junqing Li

2011

A hybrid algorithm for multi-objective job shop scheduling problem

Junqing Li, Quan-Ke Pan, Shengxian Xie, Kaizhou Gao, Yu-Ting Wang

Chinese Control and Decision Conference

2011

Flexible Job Shop Scheduling Problem by Chemical-Reaction Optimization Algorithm

Junqing Li, Yuanzhen Li, Hua-Qing Yang, Kai-zhou Gao, Yu-Ting Wang, Tao Sun

International Conference on Intelligent Computing

2011

Pareto-based discrete artificial bee colony algorithm for multi-objective flexible job shop scheduling problems

Junqing Li, Quan-Ke Pan, Kaizhou Gao

2011

Discrete Harmony Search Algorithm for the No Wait Flow Shop Scheduling Problem with Makespan Criterion

Kaizhou Gao, Shengxian Xie, Hua Jiang, Junqing Li

International Conference on Intelligent Computing

2011

A hybrid tabu search algorithm with an efficient neighborhood structure for the flexible job shop scheduling problem

Junqing Li, Quan-Ke Pan, P. Suganthan, T. Chua

2011

Discrete harmony search algorithm for the no-wait flow shop scheduling problem with total flow time criterion

Kaizhou Gao, Quan-Ke Pan, Junqing Li

2011

A Modified Inver-over Operator for the Traveling Salesman Problem

Yu-Ting Wang, Jian Sun, Junqing Li, Kai-zhou Gao

International Conference on Intelligent Computing

2011

Flexible job shop scheduling problems by a hybrid artificial bee colony algorithm

Junqing Li, Quan-Ke Pan, Shengxian Xie

IEEE Congress on Evolutionary Computation

2011

A Hybrid Artificial Bee Colony Algorithm for Flexible Job Shop Scheduling Problems

Junqing Li, Shengxian Xie, Quan-Ke Pan, Song Wang

International Journal of Computers Communications & Control

2011

An improved artificial bee colony algorithm for the blocking flowshop scheduling problem

Yu-Yan Han, Quan-Ke Pan, Junqing Li, Hong-Yan Sang

The International Journal of Advanced Manufacturing Technology

2011

A Hybrid Shuffled Frog Leaping Algorithm for Solving No_Idle Permutation Flow Shop Scheduling Problems

Ya-Min Wang, Yun Bao, Jing Chen, Junqing Li

2011

A genetic algorithm for permutation flowshop scheduling with total flowtime criterion

Jun-Hua Duan, Min Zhang, Guang-Yu Qiao, Junqing Li

Chinese Control and Decision Conference

2010

多目标柔性车间调度的Pareto混合禁忌搜索算法

李俊青,潘全科,王玉亭

《计算机集成制造系统》

2010

Tabu search algorithm for solving No-idle permutation Flow Shop Scheduling Problem

Wen-Juan Ren, Quan-Ke Pan, Junqing Li, Jing J. Liang

International Conference on Bio-Inspired Computing: Theories and Applications

2010

A hybrid particle swarm optimization algorithm for bi-criteria flexible job-shop scheduling problem

Junqing Li, Quan-Ke Pan, Shengxian Xie, Jing J. Liang, Li-Ping Zheng, Kaizhou Gao

Chinese Control and Decision Conference

2010

A hybrid variable neighborhood search algorithm for solving multi-objective flexible job shop problems

Junqing Li, Quan-Ke Pan, Shengxian Xie

Computer Science and Information Systems

2010

Memetic algorithm based on improved inver-over operator for TSP

Yu-Ting Wang, Junqing Li, Quan-Ke Pan, Jian Sun, Li-Qun Ren

2010 Sixth International Conference on Natural Computation

2010

A novel discrete harmony search algorithm for scheduling lot-streaming flow shops

Quan-Ke Pan, Jun-Hua Duan, Jing Liang, Kaizhou Gao, Junqing Li

Chinese Control and Decision Conference

2010

A Hybrid Discrete Harmony Search Algorithm for blocking flow shop Scheduling

Yu-Yan Han, Quan-Ke Pan, Jing J. Liang, Junqing Li

International Conference on Bio-Inspired Computing: Theories and Applications

2010

An effective hybrid tabu search algorithm for multi-objective flexible job-shop scheduling problems

Junqing Li, Quan-Ke Pan, Yun-Chia Liang

Computers & industrial engineering

2010

A Hybrid Pareto-Based Tabu Search for Multi-objective Flexible Job Shop Scheduling Problem with E/T Penalty

Junqing Li, Quan-Ke Pan, Shengxian Xie, Jing J. Liang

International Conference on Swarm Intelligence

2010

Hybrid heuristics based on harmony search to minimize total flow time in no-wait flow shop

Kai-Zhuo Gao, Huan Li, Querke Pan, Junqing Li, Jing Liang

Chinese Control and Decision Conference

2010

A hybrid Pareto-based local search for multi-objective flexible job shop scheduling problem

Junqing Li, Quan-Ke Pan

IEEE Congress on Evolutionary Computation

2010

Two-stage evolutionary algorithm for traveling salesman problem

Yu-Ting Wang, Jian Sun, Junqing Li, Quan-Ke Pan

2010

A Hybrid Particle Swarm Optimization and Tabu Search Algorithm for Flexible Job-Shop Scheduling Problem

Junqing Li, Quan-Ke Pan, Shengxian Xie, Baoxian Jia, Yu-Ting Wang

2010

Scheduling the blocking flow shop problem using a harmony search algorithm

Jun-Hua Duan, Quan-Ke Pan, Junqing Li, Kai-Zhuo Gao, Zhen-Qiang Bao

2010 Sixth International Conference on Natural Computation

2010

Scheduling the lot-streaming flow shop problem using a shuffled frog-leaping algorithm

Jun-Hua Duan, Quan-Ke Pan, Kaizhou Gao, Junqing Li, Zhen-Qiang Bao

2010 Sixth International Conference on Natural Computation

An adaptive collaborative optimization algorithm for hybrid flow shop with group setup times and consistent sublots

Yanan Wang, Junqing Li, Zhong-zhi Yang, Hui Zhang, Jia-Ke Li, Pei-Yong Duan, Yu Du, Chen-Guang Ning

Applied Mathematical Modelling

预印本

2025

Discrete Differential Evolution Particle Swarm Optimization Algorithm for Energy Saving Flexible Job Shop Scheduling Problem Considering Machine Multi States

Da Wang, Yu Zhang, Kai Zhang, Junqing Li, Dengwang Li

arXiv preprint

2025

Flexible Job Shop Scheduling Via Fused Attention Network and Reward Reshaping

Fuhao Xu, Junqing Li

SSRN Electronic Journal

2025

A Large-Scale Sparse Multi-Objective Optimization Algorithm Based on Adaptive Sparsity Control and Hierarchical Variable Decomposition

Qingke Zhang, Shuzhao Pang, Junqing Li, Huaxiang Zhang

SSRN Electronic Journal

2023

Evolutionary Game-Based Collaborative Neurodynamic Optimization Applied to Optimal Chiller Loading

Zhi-xin Zheng, Junqing Li

SSRN Electronic Journal

2023

Optimal Chiller Loading for Energy Conservation Using a New Collaborative Neurodynamic Approach

Zhi-xin Zheng, Junqing Li

SSRN Electronic Journal

2022

Hierarchical Learning Based Artificial Bee Colony Algorithm: A Novel Method for Numerical Global Optimization and Application

Qingke Zhang, Tianqi Li, Xianglong Bu, Zhi‐Hui Zhan, Junqing Li, Huaxiang Zhang

SSRN Electronic Journal

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