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Works (15)

Lot Sizing and Scheduling Problem in Distributed Heterogeneous Hybrid Flow Shop and Learning-Driven Iterated Local Search Algorithm

IEEE Transactions on Automation Science and Engineering
2024 | Journal article
DOI: 10.1109/TASE.2023.3326301
Contributors: Weishi Shao; Zhongshi Shao; Dechang Pi
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MQL-MM: A Meta-Q-Learning-Based Multi-Objective Metaheuristic for Energy-Efficient Distributed Fuzzy Hybrid Blocking Flow-Shop Scheduling Problem

IEEE Transactions on Evolutionary Computation
2024 | Journal article
DOI: 10.1109/TEVC.2024.3399314
Contributors: Zhongshi Shao; Weishi Shao; Jianrui Chen; Dechang Pi
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Joint scheduling of hybrid flow-shop with limited automatic guided vehicles: A hierarchical learning-based swarm optimizer

Computers & Industrial Engineering
2024-12 | Journal article
DOI: 10.1016/j.cie.2024.110686
Contributors: Shuizhen Xing; Zhongshi Shao; Weishi Shao; Jianrui Chen; Dechang Pi
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MRLM: A meta-reinforcement learning-based metaheuristic for hybrid flow-shop scheduling problem with learning and forgetting effects

Swarm and Evolutionary Computation
2024-03 | Journal article
DOI: 10.1016/j.swevo.2024.101479
Contributors: Zeyu Zhang; Zhongshi Shao; Weishi Shao; Jianrui Chen; Dechang Pi
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Reliability-Aware Multi-Objective Memetic Algorithm for Workflow Scheduling Problem in Multi-Cloud System

IEEE Transactions on Parallel and Distributed Systems
2023 | Journal article
DOI: 10.1109/TPDS.2023.3245089
Contributors: Shuo Qin; Dechang Pi; Zhongshi Shao; Yue Xu; Yang Chen
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A Discrete Interval-Based Multi-Objective Memetic Algorithm for Scheduling Workflow With Uncertainty in Cloud Environment

IEEE Transactions on Network and Service Management
2023-09 | Journal article
DOI: 10.1109/TNSM.2022.3224158
Contributors: Shuo Qin; Dechang Pi; Zhongshi Shao; Yue Xu
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A Cluster-Based Cooperative Co-Evolutionary Algorithm for Multiobjective Workflow Scheduling in a Cloud Environment

IEEE Transactions on Automation Science and Engineering
2023-07 | Journal article
DOI: 10.1109/TASE.2022.3183681
Contributors: Shuo Qin; Dechang Pi; Zhongshi Shao; Yue Xu
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LS-HH: A Learning-Based Selection Hyper-Heuristic for Distributed Heterogeneous Hybrid Blocking Flow-Shop Scheduling

IEEE Transactions on Emerging Topics in Computational Intelligence
2023-02 | Journal article
DOI: 10.1109/TETCI.2022.3174915
Contributors: Zhongshi Shao; Weishi Shao; Dechang Pi
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A Knowledge-Based Adaptive Discrete Water Wave Optimization for Solving Cloud Workflow Scheduling

IEEE Transactions on Cloud Computing
2023-01-01 | Journal article
DOI: 10.1109/TCC.2021.3087642
Contributors: Shuo Qin; Dechang Pi; Zhongshi Shao; Yue Xu
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A multi-neighborhood-based multi-objective memetic algorithm for the energy-efficient distributed flexible flow shop scheduling problem

Neural Computing and Applications
2022-12 | Journal article
DOI: 10.1007/s00521-022-07714-3
Contributors: Weishi Shao; Zhongshi Shao; Dechang Pi
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Crossref

A network memetic algorithm for energy and labor-aware distributed heterogeneous hybrid flow shop scheduling problem

Swarm and Evolutionary Computation
2022-12 | Journal article
DOI: 10.1016/j.swevo.2022.101190
Contributors: Weishi Shao; Zhongshi Shao; Dechang Pi
Source: check_circle
Crossref

An Ant Colony Optimization Behavior-Based MOEA/D for Distributed Heterogeneous Hybrid Flow Shop Scheduling Problem Under Nonidentical Time-of-Use Electricity Tariffs

IEEE Transactions on Automation Science and Engineering
2022-10 | Journal article
DOI: 10.1109/TASE.2021.3119353
Contributors: Weishi Shao; Zhongshi Shao; Dechang Pi
Source: check_circle
Crossref

Multi-local search-based general variable neighborhood search for distributed flow shop scheduling in heterogeneous multi-factories

Applied Soft Computing
2022-08 | Journal article
DOI: 10.1016/j.asoc.2022.109138
Contributors: Weishi Shao; Zhongshi Shao; Dechang Pi
Source: check_circle
Crossref

Effective constructive heuristic and iterated greedy algorithm for distributed mixed blocking permutation flow-shop scheduling problem

Knowledge-Based Systems
2021-06 | Journal article
DOI: 10.1016/j.knosys.2021.106959
Contributors: Zhongshi Shao; Weishi Shao; Dechang Pi
Source: check_circle
Crossref

Hybrid enhanced discrete fruit fly optimization algorithm for scheduling blocking flow-shop in distributed environment

Expert Systems with Applications
2020-05 | Journal article
DOI: 10.1016/j.eswa.2019.113147
Contributors: Zhongshi Shao; Dechang Pi; Weishi Shao
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Peer review (70 reviews for 11 publications/grants)

Review activity for Applied soft computing. (8)
Review activity for Chinese Journal of Aeronautics. (1)
Review activity for Computers & electrical engineering. (1)
Review activity for Computers & industrial engineering. (5)
Review activity for Engineering applications of artificial intelligence. (7)
Review activity for Expert systems with applications. (28)
Review activity for Future generation computer systems. (1)
Review activity for Journal of industrial information integration. (2)
Review activity for Journal of scheduling. (1)
Review activity for Neural computing & applications. (9)
Review activity for Swarm and evolutionary computation. (7)
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