彭雷

Associate professor   Supervisor of Doctorate Candidates   Supervisor of Master's Candidates

Gender : Male

Alma Mater : 华中科技大学

Education Level : Faculty of Higher Institutions

Degree : Doctoral Degree in Engineering

Status : Employed

School/Department : 计算机学院

Business Address : 中国地质大学未来城校区计算机学院452办公室

Email :


Education Background

2007.9 -- 2011.6

华中科技大学       Computer science and technology       Faculty of Higher Institutions       Doctoral Degree in Engineering

Social Affiliations

IEEE计算智能学会Task Force on Computational Intelligence in Aerospace Science委员

Research Focus

智能计算及其航天应用、基于深度学习的故障检测、基于深度强化学习的大规模组合优化等。

Other Contact Information

Work Experience

2005.7 -- Now

中国地质大学      计算机学院      计算机应用系副主任

Personal Profile

彭雷,博士,副教授,博士生导师,华中科技大学计算机软件与理论专业研究生毕业,获工学博士学位。2014-2015年,英国University of Strathclyde 大学Advanced Space Concept Lab 实验室从事航天智能优化算法合作研究。先后主持完成国家自然科学基金、博士后科学面上基金、863重大专项子课题、航天科工基金、湖北省自然科学基金等科研项目10余项。以第一作者或通讯作者发表学术论文20余篇,参与出版专著7部,获得国家发明专利20余项、软件著作权10项。目前担任IEEE计算智能学会Task Force on Computational Intelligence in Aerospace Science委员,Artificial intelligence Review和Advance in Space Research国际学术期刊审稿人。2021年,中国仿真学会科学技术奖创新技术奖一等奖(排名第三);2019年,获得湖北省科学技术进步二等奖1项(排名第三),第二届空间智能技术创新大赛二等奖;2012年,获得第七届湖北省高等学校教学成果三等奖(排名第三),第六届青年教师教学优秀奖,主持完成省级和校级教学项目4项,参与编写计算机教材3部。2022年,指导的研究生获得校级优秀毕业论文;指导学生在全国挑战杯、全国计算机仿真大赛等赛事上获一等奖等奖励多次,指导本科生获得校级和院级大学生科研立项重点项目和一般项目10项。

 

研究方向:

智能计算及其航天应用、基于深度学习的故障检测、基于深度强化学习的大规模组合优化等。

 

代表成果:

1. Zhuoming Yuan, Lei Peng*, Guangming Dai, Maocai Wang, Jian Li, Wanbing Zhang, and Qianqian Yu. An improved multi-operator differential evolution with two-phase migration strategy for numerical optimization. Information Sciences, 2024, 669: 120548.

2. Lei Peng, Zhuoming Yuan, Guangming Dai, Maocai Wang, Jian Li, Zhiming Song, and Xiaoyu Chen. A Multi-strategy Improved Snake Optimizer Assisted with Population Crowding Analysis for Engineering Design Problems, Journal of Bionic Engineering, 2024, 21 (3):1567-91.

3. Yu, Qianqian, Guangming Dai, Chen Yang, Lei Peng, Maocai Wang, and Xiaoyu Chen. Bi-level multi-objective optimization of the structure and attitude for space solar power station. Advances in Space Research, 2024, 73 (3):1952-65.

4. Lei Peng, Zhuoming Yuan, Guangming Dai, Maocai Wang, and Zhe Tang. Reinforcement learning-based hybrid differential evolution for global optimization of interplanetary trajectory design. Swarm and Evolutionary Computation, 2023, 81:101351.

5. Ziyun Zhang, Lei Peng*, Guangming Dai, Maocai Wang, Junfei Bai, Lei Zhang, and Jian Li. A Hybrid Adversarial Domain Adaptation Network for Bearing Fault Diagnosis Under Varying Working Conditions. IEEE Transactions on Instrumentation and Measurement, 2023, 72:1-13.

6. Qianqian Yu, Chen Yang, Guangming Dai, Lei Peng, and Xiaoyu Chen. Synchronous Wireless Sensor and Sink Placement Method Using Dual-Population Co-evolutionary Constrained Multiobjective Optimization Algorithm. IEEE Transactions on Industrial Informatics, 2023, 19 (6):7561-71.

7. Zhe Tang, Lei Peng*, Guangming Dai, Panpan Wang, Yuwei Zhao, Haozhe Yang, Zhuoying Pu & Mingcheng Zuo. Enhancing the search ability of a hybrid LSHADE for global optimization of interplanetary trajectory design, Engineering Optimization, 2023, 55(4),632-649.

8.  Yanyun Zhang, Guangming Dai, Lei Peng, Maocai Wang. Enhancing differential evolution algorithm through a population size adaptation strategy, Natural Computing, 2022.

9.  Mingcheng Zuo, Guangming Dai, Lei Peng. A new mutation operator for differential evolution algorithm, Soft Computing, 2021, 25 (21):13595-615

10. Mingcheng Zuo, Guangming Dai, Lei Peng, Maocai Wang. An envelope curve-based theory for the satellite coverage problems. Aerospace Science and Technology, 2020: 105750.

11. Mingcheng Zuo, Guangming Dai, Lei Peng*. Multi-agent genetic algorithm with controllable mutation probability utilizing back propagation neural network for global optimization of trajectory design, Engineering Optimization, 2019, 51(1), 120-139.

12.  Yanyun Zhang, Lei Peng*, Guangming Dai, Maocai Wang. Enhanced Hybrid Differential Evolution for Earth-Moon Low-Energy Transfer Trajectory Optimization, International Journal of Aerospace Engineering, 2018: 1-17.

13.  Mingcheng Zuo, Guangming Dai, Lei Peng*, EP_DE II: A significant algorithm to search the optimal solution for global optimization of multi-gravity assist trajectory, Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering, 2018, 232(12): 2326-2337.

14.  Lei Peng, Guangming Dai, Maocai Wang, Huozhen Hu,Yamin Chang and Fangjie Chen. Self-adaptive uniform differential evolution for optimizing the initial integral point of the Earth-Moon low energy transfer. Proceedings of the Institution of Mechanical Engineers Part G-Journal of Aerospace Engineering.2011, 225(11):1263-1.

15.戴光明, 彭雷, 罗治情.行星际脉冲转移轨道设计与优化算法中国地质大学出版社,(ISBN978-7-5625-2804-3), 20124.


指导学生获奖

1.2024年,第十五届“蓝桥杯”全国软件与信息技术专业人才大赛二等奖.

2.2023年,第十四届“蓝桥杯”全国软件与信息技术专业人才大赛三等奖.

3.2022年,第八届中国国际互联网+大学生创新创业大赛,湖北省二等奖(银奖).

4.2022年,第五届湖北省“我梦见——楚天创客”大赛 湖北省二等奖(银奖).

5.2022年,张永成、和崇伟、刘阳,第三届全国大学生算法设计与编程挑战赛(夏季赛),铜奖

6.2019年,第十二届“挑战杯”课外学术科技作品竞赛湖北省省赛二等奖

7.2019年,美国数学建模竞赛,二等奖

8.2016年,第七届全国计算机仿真大赛一等奖

9.2014年,第六届全国计算机仿真大赛三等奖

10.2012年,第五届全国计算机仿真大赛一等奖


团队成员:

空间信息工程实验室

团队负责人戴光明教授,团队共有6名教师,教授2名,副教授3人,讲师1人,其中博士生导师3名


欢迎计算机类、数学类、自动化类等专业的同学报考(特别欢迎有志于硕博连读的同学报考)