个人信息:Personal Information
教授 博士生导师 研究生导师
性别:男
毕业院校:beoplay体育提现
学历:博士研究生毕业
学位:理学博士学位
在职信息:在岗
所在单位:数学与统计学院
学科:应用数学
个人简介:Personal Profile
高卫峰,教授,博士生导师,国家级青年人才,省部级人才,分别于2008年、2013年获beoplay体育提现学士和博士学位,先后在美国俄克拉荷马州立大学、香港城市大学交流访问3年。2014年破格晋升副教授,2019年晋升教授。现任西电-九洲先进计算联合实验室主任,兼任中国运筹学会数学规划分会理事、中国仿真学会智能仿真优化与调度专委会常务委员、陕西省工业与应用数学学会常务理事、中国人工智能学会青年工作委员会委员等。
荣誉和奖励:
入选国家级青年人才、省部级人才、香江学者计划;获省部级自然科学一等奖(3次)、陕西青年科技奖(独立)、吴文俊人工智能自然科学二等奖(第一)、吴文俊人工智能优秀青年奖(独立)、中国仿真学会ISOS专委会青年科学家奖等。
科研工作:
在国际主流期刊上发表学术论文70余篇,被Google Scholar引用4200余次,多篇论文入选ESI热点论文和ESI高被引论文,3篇论文获Computers & Operations Research等期刊近5年“Most Cited Article”国际论文奖,得到了五十多个国家和地区的国际同行引用和正面评价,包括中国工程院院士、欧洲科学院院士、发展中国家科学院院士、10余位IEEE Fellow及IEEE Transactions系列期刊的主编和副主编等。
主持或参与国家自然基金委、国家部委、军工企业、华为、九洲集团等20余项科研项目。
Google Scholar: https://xs.dailyheadlines.cc/citations?user=6hVUbUcAAAAJ&hl=zh-CN&oi=ao
研究方向:
计算智能、深度学习等人工智能算法
强化学习、分布式学习等机器学习方法
图像处理、目标识别
招生要求:
1. 积极主动、进取心强;
2. 有较好的数学基础、编程能力、英语水平者,录取时优先考虑。没有也无需担心,有兴趣和决心亦可;
3. 混学位的、不思进取的同学建议不要联系。
组内成员:
博士生
党乾龙(西北农林科技大学)、高富豪、卫志芳(山西大学)、张露露、李宝胜、令狐嘉乐、李广响
研究生
2023级:刘鑫、孙培旭、宗梦洁、谭婉蓉、李乐乐
2022级:谭孟豪、易于轩、马捷、颜明慧、王舒琦
2021级:王琼(中电39所)、王政均(深造)、曾令元(中电36所)
2020级:黄添琪(运城事业单位)、赵心怡(杭州字节跳动)、白利霞(北京联通在线信息科技有限公司)
2019级:李瑜(中航618所)、徐伟(西安华为)、刘玲玲(九江银行)、程江丽(杭州海康威视)、王一鸣(天津中兴)
2018级:李川东(上海中通)、王淑芬(武汉培训机构)、原杨飞(西安中兴)
2017级:罗宇婷(西安重点中学)、卫志芳(课题组读博)
部分代表性论文:
[19] Yangfei Yuan, Weifeng Gao*, Lingling Huang, Hong Li, Jin Xie, A two-phase constraint-handling technique for constrained optimization, IEEE Transactions on Systems, Man, and Cybernetics: Systems, 53(10), 6194-6203, 2023. (IF: 13.451)
[18] Genghui Li, Zhenkun Wang, Weifeng Gao, Ling Wang, Decoupling Constraint: Task Clone-Based Multi-Tasking Optimization for Constrained Multi-Objective Optimization, IEEE Transactions on Evolutionary Computation, DOI: 10.1109/TEVC.2024.3358854. (IF:16.497)
[17] Baosheng Li, Weifeng Gao*, Jin Xie, Maoguo Gong, Ling Wang, Hong Li, Prototype-based Decentralized Federated Learning for the Heterogeneous Time-varying IoT Systems, IEEE Internet of Things Journal, 11(4), 6916 – 6927, 2024. (IF:10.6)
[16] Zhifang Wei, Weifeng Gao*, Maoguo Gong, IEEE, and Gary G. Yen, A bi-objective evolutionary algorithm for multimodal multi-objective optimization, IEEE Transactions on Evolutionary Computation, DOI: 10.1109/TEVC.2022.3217258. (IF: 16.497)
[15] Zhifang Wei, Weifeng Gao*, Genghui Li, Qingfu Zhang, A penalty-based differential evolution for multimodal optimization, IEEE Transactions on Cybernetics, DOI: 10.1109/TCYB.2021.3117359, 2021. (IF: 11.448)
[14] Weifeng Gao, Zhifang Wei, Maogong Gong, Gary G. Yen, Solving expensive multimodal optimization problems by a decomposition differential evolution algorithm, IEEE Transactions on Cybernetics, DOI: 10.1109/TCYB.2021.3113575, 2021. (IF: 11.448)
[13] Weifeng Gao*, Yu Li, Solving a new test set of nonlinear equation systems by evolutionary algorithm, IEEE Transactions on Cybernetics, DOI: 10.1109/TCYB.2021.3108563, 2021. (IF: 11.448)
[12] Weifeng Gao*, Jiangli Cheng, Maoguo Gong , Hong Li, Jin Xie, Multiobjective multitasking optimization with subspace distribution alignment and decision variable transfer, IEEE Transactions on Emerging Topics in Computational Intelligence, DOI:10.1109/TETCI.2021.3115518, 2021.
[11] Genghui Li, Qingfu Zhang, Qiuzhen Lin, Weifeng Gao, A three-level radial basis function method for expensive optimization, IEEE Transactions on Cybernetics, DOI: 10.1109/TCYB.2021.3061420, 2021. (IF: 11.448)
[10] Weifeng Gao*, Genghui Li, Qingfu Zhang, YutingLuo, and Zhenkun Wang, Solving nonlinear equation systems by a two-phase evolutionary algorithm, IEEE Transactions on Systems, Man, and Cybernetics: Systems, 51(9), 5652-978, 2021. (IF: 13.451)
[9] Weifeng Gao*, Hailong Sheng, Jue Wang, and Shouyang Wang. Artificial bee colony algorithm based on novel mechanism for fuzzy portfolio selection, IEEE Transactions on Fuzzy Systems, 27(5), 966-978, 2019. (IF: 12.029)
[8] Weifeng Gao*, Sanyang Liu, Lingling Huang. A novel artificial bee colony algorithm based on modified search equation and orthogonal learning, IEEE Transactions on Cybernetics, 43 (3), 1011-1024, 2013. (IF: 11.448, 被引346次, ESI高被引论文)
[7] Weifeng Gao*, Gary G. Yen, Sanyang Liu. A cluster-based differential evolution with self-adaptive strategy for multimodal optimization, IEEE Transactions on Cybernetics, 44 (4), 1314 -1327, 2014. (IF: 11.448, 被引110次)
[6] Weifeng Gao*, Gary G. Yen, Sanyang Liu. A dual-population differential evolution with coevolution for constrained optimization, IEEE Transactions on Cybernetics, 45 (5), 1094-1107, 2015. (IF: 11.448, 被引85次)
[5] Weifeng Gao*, Lingling Huang, Sanyang Liu, Cai Dai. Artificial bee colony algorithm based on information learning, IEEE Transactions on Cybernetics, 45(12), 2827-2839, 2015. (IF: 11.448, 被引112次)
[4] Weifeng Gao*, Yiming Wang, Lingling Liu, Lingling Huang, A Gradient-Based Search Method for Multi-objective Optimization Problems, Information Sciences, 578, 129-146, 2021. (IF: 6.795)
[3] Weifeng Gao*, Sanyang Liu, Lingling Huang. A global best artificial bee colony algorithm for global optimization, Journal of Computational and Applied Mathematics, 236(11), 2741-2753, 2012. (IF: 2.621, 被引413次, ESI热点论文和高被引论文)
[2] Weifeng Gao*, Sanyang Liu. A modified artificial bee colony algorithm, Computers & Operations Research, 39(3), 687-697, 2012. (IF: 4.008, 被引634次, ESI高被引论文)
[1] Weifeng Gao*, Sanyang Liu. Improved artificial bee colony algorithm for global optimization, Information Processing Letters, 111(17), 871-882, 2011. (IF: 0.914, 被引382次, ESI高被引论文)