已发表或者录用论文
  • 1.Jiaying Shen, Donglin Zhu*, Wenqing Xiong, Leyi Wang, Jialing Hu, Changjun Zhou*, Shi Cheng, Taiyong Li.DNA Sequence-Driven Multi-Strategy Particle Swarm Optimization for Global Optimization.Cluster Computing.(中科院三区，已录用)
  • 2.Jiaying Shen, Leyi Wang, Jialing Hu, Xiaoyi Yu, Zhaolong Ouyang (2025). A coordinated pyramid model multi-strategy grey wolf optimization algorithm for Tsallis threshold segmentation, Journal of Membrane Computing, 1-29. （中科院二区，IF=5.0）
  • 3.Jiaying Shen, Donglin Zhu, Rui Li, Xingyun Zhu, Yuemai Zhang, Weijie Li, Changjun Zhou, Jun Zhang, Shi Cheng (2024). Efficient base station deployment in specialized regions with splitting particle swarm optimization algorithm, World Wide Web, 27(4), 43. （中科院三区，IF=3.7，CCF B类期刊）
  • 4.Jiaying Shen, Donglin Zhu, Yujia Liu, Leyi Wang, Jialing Hu, Zhaolong Ouyang, Taiyong Li. (2025). Evolutionary Particle Swarm Optimization Algorithm Based on Collective Prediction for Deployment of Base Stations, Computers, Materials & Continua, 82(1). （中科院四区， IF=2.1）
  • 5.Yangyang Zheng, Leyi Wang, Jialing Hu, Zhaolong Ouyang, Donglin Zhu, & Xuhua Zhao. (2024). A survey on manta ray foraging optimization algorithm of variants and applications. International Journal of Swarm Intelligence Research (IJSIR), 15(1), 1-2.（中科院四区，IF=1.8）
  • 6.Donglin Zhu, Rui Li , Yangyang Zheng, Changjun Zhou, Taiyong Li, Shi Cheng (2025). Cumulative Major Advances in Particle Swarm Optimization from 2018 to the Present: Variants, Analysis and Applications. Archives of Computational Methods in Engineering, 1-25.（中科院一区Top，IF=9.7）
  • 7.Donglin Zhu, Jiaying Shen, Yuemai Zhang, Weijie Li, Xingyun Zhu, Changjun Zhou, Shi Cheng, Yilin Yao (2024). Multi-strategy particle swarm optimization with adaptive forgetting for base station layout, Swarm and Evolutionary Computation, 91, 101737. （SCI一区，IF=8.37，进化计算权威期刊）
  • 8.Gangqiang Hu, Donglin Zhu, Jiaying Shen, Jialing Hu, Jianmin Han, Taiyong Li (2024). FedBeam: Reliable Incentive Mechanisms for Federated Learning in UAV-Enabled Internet of Vehicles, Drones, 8(10), 567.（中科院二区，IF=5.2）
  • 9.Donglin Zhu, Jiaying Shen, Jialing Hu, Zhaolong Ouyang, Gangqiang Hu,Changjun Zhou, Jun Zhang, Shi Cheng. Group Merging Particle Swarm Optimization Algorithm for Rural Base Station Deployment. IEEE Transactions on Emerging Topics in Computational Intelligence.（中科院二区，IF=5.3，已录用未见刊）
  • 10.Donglin Zhu, Siwei Wang, Jiaying Shen, Changjun Zhou, Taiyong Li, Shaoqiang Yan (2023). A multi-strategy particle swarm algorithm with exponential noise and fitness-distance balance method for low-altitude penetration in secure space. Journal of Computational Science, 74, 102149.（中科院三区，IF=3.19）
  • 11. Yangyang Zheng, Leyi Wang, Jiaying Shen,Xiaoyi Yu, Jialing Hu, Zhaolong Ouyang. Block-type Reinforcement Learning Based on Matrix-based Particle Swarm Optimization: Base Station Deployment Enhancement.Cluster Computing.(中科院三区，IF=3.74)
  • 12. Man Wang, Donglin Zhu, Yi Chen, Jiaying Shen, Changjun Zhou, Shi Cheng, Zhiquan Liu, MohammedA. M. Elhas-san, Abdelazim G. Hussien. Multi-Sample Learning and Density Compensation Particle Swarm Optimization for Base Station Deployment wit Special Areas. Complex System Modeling and Simulation.(卓越计划期刊)
  • 13. Hu, Jialing, Yanqi Zheng, Siwei Wang, and Changjun Zhou (2025).Improved Particle Swarm Optimization Based on Fuzzy Controller Fusion of Multiple Strategies for Multi-Robot Path Planning" Big Data and Cognitive Computing 9, no. 9: 229. https://doi.org/10.3390/bdcc9090229
在投论文
  • 1. Jiaying Shen, Donglin Zhu, Changjun Zhou, Shi Cheng, Jun Zhang, Hua Wang, Gangqiang Hu, Zhiquan Liu, Wenyin Gong.A Effective Approach to Base Station Placement: Leveraging Enhanced Particle Swarm Optimization for Signal Propagation Optimization. IEEE Internet of Things Journal.(中科院一区Top)
  • 2. Jialing Hu, Jiaying Shen, Zhaolong Ouyang, Gangqiang Hu, Changjun Zhou, ShiCheng, Zhiquan Liu.DNA sequence-inspired similarity-driven particle swarm optimization for UAV base station deployment. IEEE Internet of Things Journal.（中科院一区Top，IF=8.2）
专利

蒋云良,朱东林,沈佳颖,周昌军,胡佳玲.一种面向基站负载的增强粒子群布局优化方法. 申请日：2025 年 01 月 17 日. 申请号：2025100745968

科研项目
  • 1. 沈佳颖、王乐怡、郑阳扬、欧阳兆隆、胡佳铃。《基于进化计算的大规模基站布局研究》。2024国家级大学生创新创业训练计划项目。（已结题）
  • 2. 沈佳颖、王乐怡、朱东林、郑阳扬。《6G通信下大规模基站的智能布局》。 2024年浙江师范大学大学生课外学术科技活动。（已结题）
  • 3. 沈佳颖、王乐怡、朱东林、郑阳扬。《基于进化计算的大规模基站布局研究》。 2024年浙江师范大学计算机科学与技术学院（人工智能学院）大学生课外学术科技活动。（已结题）
  • 4. 胡佳铃、龚涵博、王乐怡、欧阳兆隆、沈佳颖。《基于智能环境感知的无人机基站通信资源优化》。2025国家级大学生创新创业训练计划项目（已立项）
  • 5. 于筱艺、梅志超、宣洁聪、沈佳颖、李子琪。《基于联邦学习的多中心肾癌病理智能分级优化方法》。2025国家级大学生创新创业训练计划项目（已立项）
  • 6. 王乐怡、陈依、郑阳扬、欧阳兆隆。《面向智能反射面辅助的无人通信网络架构优化》。2025国家级大学生创新创业训练计划项目（已立项）