Jiajun Zhou

39 papers Journal 35Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Self-attention aware cooperative co-evolutionary scheduling of many-objective cloud workflow tasks.
Expert Syst. Appl.
Yongxiang Li, Jiajun Zhou, Liang Gao
2026 J jnl
Task scheduling of many-objective industrial workflow applications via co-evolutionary swarm optimizer with learnable offspring generators.
Adv. Eng. Informatics
Yongxiang Li, Jiajun Zhou, Chao Lu, Liang Gao
2025 J jnl
Collaborative optimization of manufacturing service allocation via multi-task transfer learning evolutionary approach.
J. Intell. Manuf.
Jiajun Zhou, Liang Gao, Chao Lu, Xifan Yao
2025 J jnl
Knowledge Transfer Enabled Diverse Task Scheduling for Individualized Requirements in Industrial Cloud Platform.
IEEE Trans Autom. Sci. Eng.
Jiajun Zhou, Liang Gao, Chao Lu, Yun Li
2024 J jnl
A knowledge-guided bi-population evolutionary algorithm for energy-efficient scheduling of distributed flexible job shop problem.
Eng. Appl. Artif. Intell.
Fei Yu, Chao Lu, Jiajun Zhou, Lvjiang Yin, Kaipu Wang
2024 J jnl
A tri-individual iterated greedy algorithm for the distributed hybrid flow shop with blocking.
Expert Syst. Appl.
Feige Liu, Guiling Li, Chao Lu, Lvjiang Yin, Jiajun Zhou
2024 J jnl
Cognitive differences in product shape evaluation between real settings and virtual reality: case study of two-wheel electric vehicles.
Virtual Real.
Zhengjie Duan, Jiajun Zhou, Fangzhou Gu
2024 J jnl
Correction: Cognitive differences in product shape evaluation between real settings and virtual reality: case study of two-wheel electric vehicles.
Virtual Real.
Zhengjie Duan, Jiajun Zhou, Fangzhou Gu
2024 J jnl
Knowledge-aware manufacturing services collaboration: A comprehensive study of evolutionary transfer optimization approaches.
Adv. Eng. Informatics
Jiajun Zhou, Yun Tian, Liang Gao, Chao Lu, Xifan Yao
2024 J jnl
Mathematical model and knowledge-based iterated greedy algorithm for distributed assembly hybrid flow shop scheduling problem with dual-resource constraints.
Expert Syst. Appl.
Fei Yu, Chao Lu, Jiajun Zhou, Lvjiang Yin
2024 J jnl
Modeling and multi-objective optimization for energy-aware scheduling of distributed hybrid flow-shop.
Appl. Soft Comput.
Chao Lu, Jiajun Zhou, Liang Gao, Xinyu Li, Junliang Wang
2024 J jnl
Modeling and optimization algorithm for energy-efficient distributed assembly hybrid flowshop scheduling problem considering worker resources.
J. Ind. Inf. Integr.
Fei Yu, Chao Lu, Lvjiang Yin, Jiajun Zhou
2024 J jnl
Multi-agent reinforcement learning based on graph convolutional network for flexible job shop scheduling.
J. Intell. Manuf.
Xuan Jing, Xifan Yao, Min Liu, Jiajun Zhou
2024 J jnl
Scheduling Constrained Cloud Workflow Tasks via Evolutionary Multitasking Optimization With Adaptive Knowledge Transfer.
IEEE Trans. Serv. Comput.
Jiajun Zhou, Liang Gao, Shijie Rao, Yun Li
2023 J jnl
An ensemble knowledge transfer framework for evolutionary multi-task optimization.
Swarm Evol. Comput.
Jiajun Zhou, Shijie Rao, Liang Gao
2023 — conf
Multi-triplet Feature Augmentation for Ponzi Scheme Detection in Ethereum.
ICDM (Workshops)
Chengxiang Jin, Jiajun Zhou, Shengbo Gong, Chenxuan Xie, Qi Xuan
2023 J jnl
Solving many-task optimization problems via online intertask learning.
Expert Syst. Appl.
Jiajun Zhou, Shijie Rao, Liang Gao, Chunjiang Zhang, Hongtao Tang, Yun Li, Felix T. S. Chan
2023 J jnl
Solving multi-task manufacturing cloud service allocation problems via bee colony optimizer with transfer learning.
Adv. Eng. Informatics
Jiajun Zhou, Liang Gao, Chao Lu
2023 J jnl
Towards multi-task transfer optimization of cloud service collaboration in industrial internet platform.
Robotics Comput. Integr. Manuf.
Jiajun Zhou, Liang Gao, Chao Lu, Xifan Yao
2022 J jnl
A Pareto-based collaborative multi-objective optimization algorithm for energy-efficient scheduling of distributed permutation flow-shop with limited buffers.
Robotics Comput. Integr. Manuf.
Chao Lu, Yuanxiang Huang, Leilei Meng, Liang Gao, Biao Zhang, Jiajun Zhou
2022 J jnl
Resetting Weight Vectors in MOEA/D for Multiobjective Optimization Problems With Discontinuous Pareto Front.
IEEE Trans. Cybern.
Chunjiang Zhang, Liang Gao, Xinyu Li, Weiming Shen, Jiajun Zhou, Kay Chen Tan
2022 J jnl
Self-regulated bi-partitioning evolution for many-objective optimization.
Inf. Sci.
Jiajun Zhou, Shijie Rao, Liang Gao, Chao Lu, Jun Zheng, Felix T. S. Chan
2021 J jnl
An indicator and adaptive region division based evolutionary algorithm for many-objective optimization.
Appl. Soft Comput.
Jiajun Zhou, Xifan Yao, Liang Gao, Chengyu Hu
2021 J jnl
Ensemble of Dynamic Resource Allocation Strategies for Decomposition-Based Multiobjective Optimization.
IEEE Trans. Evol. Comput.
Jiajun Zhou, Liang Gao, Xinyu Li
2021 J jnl
Hyperplane-driven and projection-assisted search for solving many-objective optimization problems.
Inf. Sci.
Jiajun Zhou, Liang Gao, Xinyu Li, Chunjiang Zhang, Chengyu Hu
2020 J jnl
An adaptive dual-population evolutionary paradigm with adversarial search: Case study on many-objective service consolidation.
Appl. Soft Comput.
Jiajun Zhou, Liang Gao, Xifan Yao, Chunjiang Zhang, Felix T. S. Chan, Yingzi Lin
2020 J jnl
Evolutionary many-objective assembly of cloud services via angle and adversarial direction driven search.
Inf. Sci.
Jiajun Zhou, Liang Gao, Xifan Yao, Chunjiang Zhang, Felix T. S. Chan, Yingzi Lin
2019 J jnl
A decomposition and statistical learning based many-objective artificial bee colony optimizer.
Inf. Sci.
Jiajun Zhou, Liang Gao, Xifan Yao, Felix T. S. Chan, Jianming Zhang, Xinyu Li, Yingzi Lin
2019 J jnl
A decomposition based evolutionary algorithm with direction vector adaption and selection enhancement.
Inf. Sci.
Jiajun Zhou, Xifan Yao, Felix T. S. Chan, Liang Gao, Xuan Jing, Xinyu Li, Yingzi Lin, Yun Li
2019 J jnl
An individual dependent multi-colony artificial bee colony algorithm.
Inf. Sci.
Jiajun Zhou, Xifan Yao, Felix T. S. Chan, Yingzi Lin, Hong Jin, Liang Gao, Xuping Wang
2019 J jnl
Evolutionary algorithms for many-objective cloud service composition: Performance assessments and comparisons.
Swarm Evol. Comput.
Jiajun Zhou, Liang Gao, Xifan Yao, Chunjiang Zhang, Felix T. S. Chan, Yingzi Lin
2019 J jnl
Smart manufacturing based on cyber-physical systems and beyond.
J. Intell. Manuf.
Xifan Yao, Jiajun Zhou, Yingzi Lin, Yun Li, Hongnian Yu, Ying Liu
2018 J jnl
An adaptive multi-population differential artificial bee colony algorithm for many-objective service composition in cloud manufacturing.
Inf. Sci.
Jiajun Zhou, Xifan Yao, Yingzi Lin, Felix T. S. Chan, Yun Li
2017 J jnl
A hybrid approach combining modified artificial bee colony and cuckoo search algorithms for multi-objective cloud manufacturing service composition.
Int. J. Prod. Res.
Jiajun Zhou, Xifan Yao
2017 — conf
Big Data in Wisdom Manufacturing for Industry 4.0.
ES
Jiajun Zhou, Xifan Yao, Jianming Zhang
2017 — conf
From Intelligent Manufacturing to Smart Manufacturing for Industry 4.0 Driven by Next Generation Artificial Intelligence and Further On.
ES
Xifan Yao, Jiajun Zhou, Jiangming Zhang, Claudio Roberto Boër
2017 J jnl
Multi-objective hybrid artificial bee colony algorithm enhanced with Lévy flight and self-adaption for cloud manufacturing service composition.
Appl. Intell.
Jiajun Zhou, Xifan Yao
2017 J jnl
Multi-population parallel self-adaptive differential artificial bee colony algorithm with application in large-scale service composition for cloud manufacturing.
Appl. Soft Comput.
Jiajun Zhou, Xifan Yao
2017 — conf
Self-Organizing Manufacturing: Current Status and Prospect for Industry 4.0.
ES
Jiangming Zhang, Xifan Yao, Jiajun Zhou, Jingfa Jiang, Xinzhun Chen