许沛澜，博士，硕士生导师，讲师，2022年博士毕业于中国科学技术大学计算机科学与技术专业。围绕人工智能领域中的智能优化与决策开展了大量研究，研究兴趣包括群体智能、强化学习、多智能体的理论、算法及应用。在IEEE TEVC、ACM TELO、IEEE TETCI等国内外重要学术期刊和会议上发表论文50余篇，其中IEEE/ACM Transactions论文10余篇。授权国家发明专利8项，软件著作权1项。指导学生参加II类创新创业竞赛获国家级奖项10余项。指导国家级、省级大学生创新创业计划项目共4项。在研省部级以上项目3项。

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学生论文、专利及获奖

近期主要论著：

1. [ESWA] Javed Hossain, Peilan Xu*, Yong Liu, Jingwen Li, Ziqian Kong. Fetal Ultrasound Standard Plane Classification via Xception Enhancement and Brain Storm Optimization-Based Feature Selection. Expert Systems with Applications. 2026, Accept

2. [IEEE TEVC] Yuetong Sun, Peilan Xu*, Wenjian Luo. Runtime Analysis of Evolutionary Algorithms for Multiparty Multiobjective Optimization, IEEE Transactions on Evolutionary Computation, 2026, Accept.

3. [SWEVO] Shengchang Li, Peilan Xu*, Zhenglong Ding, Ziqian Kong, Wenjian Luo. Evolutionary Reinforcement Learning with Density-Based Behavioral Diversity Enhancement for Berth Allocation and Crane Assignment. Swarm and Evolution Computation. 2026, 100: 102241.

4. [ACM TELO] Ying Zhu, Peilan Xu*, Jiahao Huang, Xin Lin, Wenjian Luo, Density-Assisted Evolutionary Dynamic Multimodal Optimization. ACM Transactions on Evolutionary Learning and Optimization. 2026, 6(1): No.3.

5. [IEEE TETCI] Yanghe Zou, Peilan Xu*, Hao Dai, Heng Song, Wenjian Luo, Swarm Optimization with Intra- and Inter-Hierarchical Competition for Large-Scale Berth Allocation and Crane Assignment. IEEE Transactions on Emerging Topics in Computational Intelligence. 2025, 9(2): 1307 - 1321.
   

6. [SWEVO] Peilan Xu, Wenjian Luo, Xin Lin, Jiajia Zhang, Xuan Wang, A Large-Scale Continuous Optimization Benchmark Suite with Versatile Coupled Heterogeneous Modules. Swarm and Evolutionary Computation. 2023, 78: 101280.

7. [IEEE TEVC] Peilan Xu, Wenjian Luo, Xin Lin, Yatong Chang, Ke Tang, Difficulty and Contribution Based Cooperative Coevolution for Large-Scale Optimization. IEEE Transactions on Evolutionary Computation. 2023, 27(5): 1355 - 1369.

8. [ACM TELO] Peilan Xu, Wenjian Luo, Xin Lin, Jiajia Zhang, Yingying Qiao, Xuan Wang, Constraint-Objective Cooperative Coevolution for Large-Scale Constrained Optimization. ACM Transactions on Evolutionary Learning and Optimization, 2021, 1(3): 1-26.

9. [InS] Peilan Xu, Wenjian Luo, Xin Lin, Yingying Qiao, Evolutionary Continuous Constrained Optimization Using Random Direction Repair. Information Sciences, 2021, 566: 80-102.

10. [SWEVO] Peilan Xu, Wenjian Luo, Jiafei Xu, Yingying Qiao, Jiajia Zhang, Naijie Gu, An Alternative Way of Evolutionary Multimodal Optimization: Density-based Population Initialization Strategy. Swarm and Evolutionary Computation, 2021, 67: 100971.