Zhongshi Shao

52 papers B 1Journal 51
YearRankTypeTitle / Venue / Authors
2026 J jnl
A nature recoil mechanism-based Octopus optimization algorithm for solving the global and constraint optimization from engineering structural design problems.
J. Comput. Des. Eng.
Kaiguang Wang, Laith Abualigah, Aseel Smerat, Jiahang Li, Xiangjuan Wu, Hao Liu, Zhongshi Shao, Seyedali Mirjalili
2026 J jnl
Dynamic distributed production scheduling problem with simultaneous job arrivals and machine breakdowns: Learning to learn iterated greedy algorithm.
Swarm Evol. Comput.
Qing Zhou, Weishi Shao, Zhongshi Shao, Dechang Pi, Jiaquan Gao
2026 J jnl
RCVQA: Visual question answering model based on reading comprehension.
Neural Networks
Deguang Chen, Jianrui Chen, Zhongshi Shao, Maoguo Gong
2025 J jnl
A Two-Stage Learning-Driven Many-Objective Memetic Algorithm for Solving the Workflow Scheduling Problem in Cloud Environment.
IEEE Trans. Serv. Comput.
Shuo Qin, Dechang Pi, Zhongshi Shao
2025 J jnl
A collaborative multi-objective meta-heuristic for deadline-constrained multi-workflows scheduling in cloud environment.
Eng. Appl. Artif. Intell.
Shuo Qin, Zhongshi Shao
2025 J jnl
A proximal policy optimization driven hyper-heuristic for workers constrained hybrid flow shop problem.
Appl. Soft Comput.
Shengnan Ding, Weishi Shao, Zhongshi Shao, Shengtao Peng, Dechang Pi, Jiaquan Gao
2025 J jnl
Dual view graph transformer networks for multi-hop knowledge graph reasoning.
Neural Networks
Congcong Sun, Jianrui Chen, Zhongshi Shao, Junjie Huang
2025 J jnl
Dual-View Desynchronization Hypergraph Learning for Dynamic Hyperedge Prediction.
IEEE Trans. Knowl. Data Eng.
Zhihui Wang, Jianrui Chen, Zhongshi Shao, Zhen Wang
2025 J jnl
Energy-Efficiency Oriented Distributed Heterogeneous Hybrid Flow Shop Scheduling With Multilevelled Mixed-Model Assembly.
IEEE Trans. Syst. Man Cybern. Syst.
Weishi Shao, Zhongshi Shao, Dechang Pi, Jiaquan Gao
2025 J jnl
Graph-based reinforced multi-objective optimization for distributed heterogeneous flexible job shop scheduling problem under nonidentical time-of-use electricity tariffs.
Expert Syst. Appl.
Qichen Zhang, Weishi Shao, Zhongshi Shao, Dechang Pi
2025 J jnl
Joint Structural Balance Feature Representation on Graph Convolution Networks for Link Prediction.
Cogn. Comput.
Meixia He, Jianrui Chen, Zhihui Wang, Zhongshi Shao
2025 J jnl
MQL-MM: A Meta-Q-Learning-Based Multiobjective Metaheuristic for Energy-Efficient Distributed Fuzzy Hybrid Blocking Flow-Shop Scheduling Problem.
IEEE Trans. Evol. Comput.
Zhongshi Shao, Weishi Shao, Jianrui Chen, Dechang Pi
2024 J jnl
A feedback learning-based selection hyper-heuristic for distributed heterogeneous hybrid blocking flow-shop scheduling problem with flexible assembly and setup time.
Eng. Appl. Artif. Intell.
Zhongshi Shao, Weishi Shao, Jianrui Chen, Dechang Pi
2024 J jnl
Deep reinforcement learning driven trajectory-based meta-heuristic for distributed heterogeneous flexible job shop scheduling problem.
Swarm Evol. Comput.
Qichen Zhang, Weishi Shao, Zhongshi Shao, Dechang Pi, Jiaquan Gao
2024 J jnl
HDGCN: Dual-Channel Graph Convolutional Network With Higher-Order Information for Robust Feature Learning.
IEEE Trans. Emerg. Top. Comput.
Meixia He, Jianrui Chen, Maoguo Gong, Zhongshi Shao
2024 J jnl
Higher-order neurodynamical equation for simplex prediction.
Neural Networks
Zhihui Wang, Jianrui Chen, Maoguo Gong, Zhongshi Shao
2024 J jnl
Joint scheduling of hybrid flow-shop with limited automatic guided vehicles: A hierarchical learning-based swarm optimizer.
Comput. Ind. Eng.
Shuizhen Xing, Zhongshi Shao, Weishi Shao, Jianrui Chen, Dechang Pi
2024 J jnl
Lot Sizing and Scheduling Problem in Distributed Heterogeneous Hybrid Flow Shop and Learning-Driven Iterated Local Search Algorithm.
IEEE Trans Autom. Sci. Eng.
Weishi Shao, Zhongshi Shao, Dechang Pi
2024 J jnl
MRLM: A meta-reinforcement learning-based metaheuristic for hybrid flow-shop scheduling problem with learning and forgetting effects.
Swarm Evol. Comput.
Zeyu Zhang, Zhongshi Shao, Weishi Shao, Jianrui Chen, Dechang Pi
2023 J jnl
A Cluster-Based Cooperative Co-Evolutionary Algorithm for Multiobjective Workflow Scheduling in a Cloud Environment.
IEEE Trans Autom. Sci. Eng.
Shuo Qin, Dechang Pi, Zhongshi Shao, Yue Xu
2023 J jnl
A Discrete Interval-Based Multi-Objective Memetic Algorithm for Scheduling Workflow With Uncertainty in Cloud Environment.
IEEE Trans. Netw. Serv. Manag.
Shuo Qin, Dechang Pi, Zhongshi Shao, Yue Xu
2023 J jnl
A Knowledge-Based Adaptive Discrete Water Wave Optimization for Solving Cloud Workflow Scheduling.
IEEE Trans. Cloud Comput.
Shuo Qin, Dechang Pi, Zhongshi Shao, Yue Xu
2023 J jnl
LS-HH: A Learning-Based Selection Hyper-Heuristic for Distributed Heterogeneous Hybrid Blocking Flow-Shop Scheduling.
IEEE Trans. Emerg. Top. Comput. Intell.
Zhongshi Shao, Weishi Shao, Dechang Pi
2023 J jnl
Modelling and optimization of distributed heterogeneous hybrid flow shop lot-streaming scheduling problem.
Expert Syst. Appl.
Weishi Shao, Zhongshi Shao, Dechang Pi
2023 J jnl
Reliability-Aware Multi-Objective Memetic Algorithm for Workflow Scheduling Problem in Multi-Cloud System.
IEEE Trans. Parallel Distributed Syst.
Shuo Qin, Dechang Pi, Zhongshi Shao, Yue Xu, Yang Chen
2022 J jnl
A multi-neighborhood-based multi-objective memetic algorithm for the energy-efficient distributed flexible flow shop scheduling problem.
Neural Comput. Appl.
Weishi Shao, Zhongshi Shao, Dechang Pi
2022 J jnl
A network memetic algorithm for energy and labor-aware distributed heterogeneous hybrid flow shop scheduling problem.
Swarm Evol. Comput.
Weishi Shao, Zhongshi Shao, Dechang Pi
2022 J jnl
AILS: A budget-constrained adaptive iterated local search for workflow scheduling in cloud environment.
Expert Syst. Appl.
Shuo Qin, Dechang Pi, Zhongshi Shao
2022 J jnl
An Ant Colony Optimization Behavior-Based MOEA/D for Distributed Heterogeneous Hybrid Flow Shop Scheduling Problem Under Nonidentical Time-of-Use Electricity Tariffs.
IEEE Trans Autom. Sci. Eng.
Weishi Shao, Zhongshi Shao, Dechang Pi
2022 J jnl
Hybrid collaborative multi-objective fruit fly optimization algorithm for scheduling workflow in cloud environment.
Swarm Evol. Comput.
Shuo Qin, Dechang Pi, Zhongshi Shao, Yue Xu
2022 J jnl
Multi-local search-based general variable neighborhood search for distributed flow shop scheduling in heterogeneous multi-factories.
Appl. Soft Comput.
Weishi Shao, Zhongshi Shao, Dechang Pi
2021 J jnl
Effective constructive heuristic and iterated greedy algorithm for distributed mixed blocking permutation flow-shop scheduling problem.
Knowl. Based Syst.
Zhongshi Shao, Weishi Shao, Dechang Pi
2021 J jnl
Effective constructive heuristics for distributed no-wait flexible flow shop scheduling problem.
Comput. Oper. Res.
Weishi Shao, Zhongshi Shao, Dechang Pi
2021 J jnl
Multi-objective evolutionary algorithm based on multiple neighborhoods local search for multi-objective distributed hybrid flow shop scheduling problem.
Expert Syst. Appl.
Weishi Shao, Zhongshi Shao, Dechang Pi
2020 J jnl
Effective Constructive Heuristic and Metaheuristic for the Distributed Assembly Blocking Flow-shop Scheduling Problem.
Appl. Intell.
Zhongshi Shao, Weishi Shao, Dechang Pi
2020 J jnl
Effective heuristics and metaheuristics for the distributed fuzzy blocking flow-shop scheduling problem.
Swarm Evol. Comput.
Zhongshi Shao, Weishi Shao, Dechang Pi
2020 J jnl
Hybrid enhanced discrete fruit fly optimization algorithm for scheduling blocking flow-shop in distributed environment.
Expert Syst. Appl.
Zhongshi Shao, Dechang Pi, Weishi Shao
2020 J jnl
Modeling and multi-neighborhood iterated greedy algorithm for distributed hybrid flow shop scheduling problem.
Knowl. Based Syst.
Weishi Shao, Zhongshi Shao, Dechang Pi
2019 J jnl
A Pareto-Based Estimation of Distribution Algorithm for Solving Multiobjective Distributed No-Wait Flow-Shop Scheduling Problem With Sequence-Dependent Setup Time.
IEEE Trans Autom. Sci. Eng.
Weishi Shao, Dechang Pi, Zhongshi Shao
2019 J jnl
A novel multi-objective discrete water wave optimization for solving multi-objective blocking flow-shop scheduling problem.
Knowl. Based Syst.
Zhongshi Shao, Dechang Pi, Weishi Shao
2019 J jnl
An efficient discrete invasive weed optimization for blocking flow-shop scheduling problem.
Eng. Appl. Artif. Intell.
Zhongshi Shao, Dechang Pi, Weishi Shao, Peisen Yuan
2019 J jnl
Local Search Methods for a Distributed Assembly No-Idle Flow Shop Scheduling Problem.
IEEE Syst. J.
Weishi Shao, Dechang Pi, Zhongshi Shao
2018 J jnl
A hybrid discrete teaching-learning based meta-heuristic for solving no-idle flow shop scheduling problem with total tardiness criterion.
Comput. Oper. Res.
Weishi Shao, Dechang Pi, Zhongshi Shao
2018 J jnl
A multi-objective discrete invasive weed optimization for multi-objective blocking flow-shop scheduling problem.
Expert Syst. Appl.
Zhongshi Shao, Dechang Pi, Weishi Shao
2018 J jnl
A novel discrete water wave optimization algorithm for blocking flow-shop scheduling problem with sequence-dependent setup times.
Swarm Evol. Comput.
Zhongshi Shao, Dechang Pi, Weishi Shao
2017 B conf
A hybrid iterated greedy algorithm for the distributed no-wait flow shop scheduling problem.
CEC
Weishi Shao, Dechang Pi, Zhongshi Shao
2017 J jnl
An extended teaching-learning based optimization algorithm for solving no-wait flow shop scheduling problem.
Appl. Soft Comput.
Weishi Shao, Dechang Pi, Zhongshi Shao
2017 J jnl
Memetic algorithm with node and edge histogram for no-idle flow shop scheduling problem to minimize the makespan criterion.
Appl. Soft Comput.
Weishi Shao, Dechang Pi, Zhongshi Shao
2017 J jnl
Optimization of makespan for the distributed no-wait flow shop scheduling problem with iterated greedy algorithms.
Knowl. Based Syst.
Weishi Shao, Dechang Pi, Zhongshi Shao
2017 J jnl
Self-adaptive discrete invasive weed optimization for the blocking flow-shop scheduling problem to minimize total tardiness.
Comput. Ind. Eng.
Zhongshi Shao, Dechang Pi, Weishi Shao
2016 J jnl
A chaotic local search based bacterial foraging algorithm and its application to a permutation flow-shop scheduling problem.
Int. J. Comput. Integr. Manuf.
Fuqing Zhao, Yang Liu, Zhongshi Shao, Xin Jiang, Chuck Zhang, Junbiao Wang
2016 J jnl
A hybrid discrete optimization algorithm based on teaching-probabilistic learning mechanism for no-wait flow shop scheduling.
Knowl. Based Syst.
Weishi Shao, Dechang Pi, Zhongshi Shao