余维杰

姓名:余维杰

职称:副教授,硕士研究生导师

邮箱:yuweijie6@mail.sysu.edu.cn

余维杰,男,中山大学计算机应用技术专业博士,现任中山大学资讯管理学院副教授,硕士研究生导师。主要研究方向为智能信息处理、数据建模与优化、云计算与大数据。在国际权威期刊和会议上发表学术论文20余篇,其中中山大学认定的一A重要期刊论文5篇(第一作者4篇),SCI收录7篇,累计影响因子38.6,论文总引用近200次(Google Scholar),单篇最高引用77次。主持国家自然科学基金青年科学基金项目1项,参与多项国家级、省部级科研项目。担任Information Sciences、IEEE Transactions on Evolutionary Computation等多个国际顶级期刊审稿人,并多次担任国际知名学术会议的程序委员会委员。

情报学、计算机应用技术

智能信息处理、数据建模与优化、云计算与大数据

1. 国家自然科学基金青年科学基金项目,面向大规模优化问题的分布式Memetic算法研究,2016年1月-2018年12月,26万,主持人

2. 广东省科技计划项目应用型科技研发专项,面向智能制造的智能工控平台研发与应用,2015年3月-2017年8月,150万,中山大学负责人

3. 国家自然科学基金重点项目,分布式计算智能理论及应用,2014年1月-2018年12月,310万,参与人

4. 国家自然科学基金面上项目,运用新型分布估计算法优化保险投资方案的研究,2018年1月-2021年12月,62万,参与人

5. 国家自然科学基金面上项目,云计算多工作流调度的动态分布式粒子群优化方法研究,2014年1月-2017年12月,81万,参与人

6. 国家自然科学基金面上项目,基于云计算的协同进化粒子群算法及应用研究,2014年1月-2017年12月,78万,参与人

7. 国家自然科学基金青年科学基金项目,基于知识图谱的用户长尾需求建模研究,2018年1月-2020年12月,27.5万,参与人

8. 国家自然科学基金青年科学基金项目,基于云计算的自适应分布式差分进化算法研究,2015年1月-2017年12月,27万,参与人

9. 国家自然科学基金青年科学基金项目,基于云计算模型的自组织差分进化算法及其应用研究,2013年1月-2015年12月,26万,参与人

10. 广东省科技厅粤港合作项目,智慧大数据处理与应用粤港联合科技创新平台,2016年1月-2017年12月,200万,参与人

2009.9至2014.6,中山大学计算机系,计算机应用技术,博士(硕博连读)
2005.9至2009.7,中山大学计算机系,网络工程,学士

国际期刊:

  1. Wei-Jie Yu (余维杰), Jing-Yu Ji, Yue-Jiao Gong, Qiang Yang, and Jun Zhang, “A tri-objective differential evolution approach for multimodal optimization,” Information Sciences, vol. 423, pp. 1–23, 2018. (中科院1JCR-SCI Q1区,影响因子:4.832)
  2. Yong-Feng Ge, Wei-Jie Yu (余维杰)(通讯作者,共同第一作者), Ying Lin, Yue-Jiao Gong, Zhi-Hui Zhan, Wei-Neng Chen, and Jun Zhang, “Distributed differential evolution based on adaptive mergence and split for large-scale optimization,” IEEE Transactions on Cybernetics, pp. 1-15, 2017, DOI: 10.1109/TCYB.2017.2728725. (中科院1JCR-SCI Q1区,影响因子:7.384)
  3. Wei-Jie Yu (余维杰), Jin-Zhou Li, Wei-Neng Chen, and Jun Zhang, “A parallel double-level multiobjective evolutionary algorithm for robust optimization,” Applied Soft Computing, vol. 59, pp. 258–275, 2017. (JCR-SCI Q1区,影响因子:3.541)
  4. Wei-Jie Yu (余维杰), Meie Shen, Wei-Neng Chen, Zhi-Hui Zhan, Yue-Jiao Gong, Ying Lin, Ou Liu, and Jun Zhang, “Differential evolution with two-level parameter adaptation,” IEEE Transactions on Cybernetics, vol. 44, no. 7, pp. 1080-1099, 2014. (中科院1JCR-SCI Q1区,影响因子:7.384)
  5. Wei-Jie Yu (余维杰), Zhi-Hui Zhan, and Jun Zhang, “Artificial bee colony algorithm with an adaptive greedy position update strategy,” Soft Computing, pp. 1-15, 2016, DOI: 10.1007/s00500-016-2334-4. (JCR-SCI Q2区,影响因子:2.472)
  6. Yong-Feng Ge and Wei-Jie Yu (余维杰)(通讯作者), “Fully informed particle swarm with adaptive small-world topology,” Innovative Computing, Information and Control Express Letter, vol. 10, no. 10, pp. 2319-2326, 2016. (EI索引)
  7. Zi-Jia Wang, Zhi-Hui Zhan, Ying Lin, Wei-Jie Yu (余维杰), Hua-Qiang Yuan, Tian-Long Gu, Sam Kwong, and Jun Zhang, “Dual-strategy differential evolution with affinity propagation clustering for multimodal optimization problems,” IEEE Transactions on Evolutionary Computation, pp. 1-15, 2017, DOI: 10.1109/TEVC.2017.2769108. (中科院1JCR-SCI Q1区,影响因子:10.629)
  8. Ya-Hui Jia, Wei-Neng Chen, Tianlong Gu, Huaxiang Zhang, Huaqiang Yuan, Ying Lin, Wei-Jie Yu (余维杰), and Jun Zhang, “A Dynamic logistic dispatching system with set-based particle swarm optimization,” IEEE Transactions on Systems, Man, and Cybernetics - Systems, pp. 1-15, 2017, DOI:  10.1109/TSMC.2017.2682264. (JCR-SCI Q2区,影响因子:2.350)
  9. Jun Zhang, Wei-Neng Chen, Zhi-Hui Zhan, Wei-Jie Yu (余维杰), Yuan-Long Li, Ni Chen, and Qi Zhou, “A survey on algorithm adaptation in evolutionary computation,” Front. Electr. Electron. Eng., vol. 7, no. 1, pp. 16-31, 2012. (Springer出版)

 

国际会议:

  1. Jing-Yu Ji, Wei-Jie Yu (余维杰)(通讯作者), Wei-Neng Chen, Zhi-Hui Zhan, Jun Zhang, “Solving multimodal optimization problems through a multiobjective optimization approach,” in Proc. International Conference on Information Science and Technology (ICIST 2017), 2017, pp. 458-463. (EI索引)
  2. Jing-Yu Ji, Wei-Jie Yu (余维杰)(通讯作者), and Jun Zhang, “A two-stage coevolution approach for constrained optimization,” in Proc. ACM Genetic Evol. Comput. Conf. (GECCO 2017), 2017, pp. 167-168. (EI索引)
  3. Yong-Feng Ge, Wei-Jie Yu (余维杰)(通讯作者), Jing-Jing Li, Zhi-Wen Yu, and Jun Zhang, “Enhancing distributed differential evolution with a space-driven topology,” in Proc. IEEE Congr. Evol. Comput. (CEC 2016), 2016, pp. 4090-4095. (EI索引)
  4. Yong-Feng Ge, Wei-Jie Yu (余维杰)(通讯作者), and Jun Zhang, “Diversity-based multi-population differential evolution for large-scale optimization,” in Proc. ACM Genetic Evol. Comput. Conf. (GECCO 2016), 2016, pp. 31-32. (EI索引)
  5. Wei-Jie Yu (余维杰), Jing-Jing Li, Jun Zhang, and Meng Wan, “Differential evolution using mutation strategy with adaptive greediness degree control,” in Proc. ACM Genetic Evol. Comput. Conf. (GECCO 2014), 2014, pp.73-80. (EI索引)
  6. Wei-Jie Yu (余维杰), Jun Zhang, and Wei-Neng Chen, “Adaptive artificial bee colony optimization,” in Proc. ACM Genetic Evol. Comput. Conf. (GECCO 2013), 2013, pp. 153-157. (EI索引)
  7. Wei-Jie Yu (余维杰) and Jun Zhang, “Adaptive differential evolution with optimization state estimation,” in Proc. ACM Genetic Evol. Comput. Conf. (GECCO 2012), 2012, pp. 1285-1292. (EI索引)
  8. Wei-Jie Yu (余维杰) and Jun Zhang, “Multi-population differential evolution with adaptive parameter control for global optimization,” in Proc. ACM Genetic Evol. Comput. Conf. (GECCO 2011), 2011, pp. 1093-1098. (EI索引)
  9. Wei-Jie Yu (余维杰) and Jun Zhang, “Pheromone-distribution-based adaptive ant colony system,” in Proc. ACM Genetic Evol. Comput. Conf. (GECCO 2010), 2010, pp. 31-38. (EI索引)
  10. Wei-Jie Yu (余维杰), Xiao-Min Hu, Jun Zhang, and Rui-Zhang Huang, “Self-adaptive ant colony system for the traveling salesman problem,” in Proc. IEEE Conf. on Syst., Man, Cybern. (SMC 2009), 2009, pp. 1399-1404. (EI索引)
  11. Da-Zhao Tan, Wei-Neng Chen, Jun Zhang, and Wei-Jie Yu (余维杰), “Fast pedestrian detection using multimodal estimation of distribution algorithms,” in Proc. ACM Genetic Evol. Comput. Conf. (GECCO 2017), 2017, pp. 1248-1255. (EI索引)
  12. Xin Situ, Wei-Neng Chen, Yue-Jiao Gong, Ying Lin, Wei-Jie Yu (余维杰), Zhiwen Yu, Jun Zhang, “A parallel ant colony system based on region decomposition for taxi-passenger matching,” in Proc. IEEE Congr. Evol. Comput. (CEC 2017), 2017, pp. 960-967. (EI索引)
  13. Yong-Feng Ge, Yue-Jiao. Gong, Wei-Jie Yu (余维杰), Xiao-Min Hu, and Jun Zhang “Reconstructing cross-cut shredded text documents: a genetic algorithm with splicing-driven reproduction” in Proc. ACM Genetic Evol. Comput. Conf. (GECCO 2015), 2015, pp. 847-853. (EI索引)
  14. Xiao-Min Hu, Zhi-Hui Zhan, Ying Lin, Yue-Jiao Gong, Wei-Jie Yu (余维杰), Yao-Xiu Hu, and Jun Zhang, “Multiobjective genetic algorithm for demand side management of smart grid,” in Proc. IEEE Symposium on Computational Intelligence in Scheduling (SCIS 2013), 2013, pp. 14-21. (EI索引)

2017年,“ACM中国新星奖”广州分会提名奖

2016年,中山大学“采联”青年教师奖励金

2016年,中山大学教学科研业绩综合考核“优秀”

2013年,“ACM GECCO 2013”国际会议最佳论文提名奖

2014.12-2018.3,中山大学资讯管理学院,讲师

2018.3-至今 ,中山大学资讯管理学院,副教授