个人简介

郭晓琦博士，汕头大学数学与计算机学院计算机系讲师，分别于2023年12月和2018年6月获得华南理工大学计算机科学与技术专业的工学博士学位和工学学士学位，主要研究方向为计算智能和分布式数据驱动优化，研究成果主要发表在IEEE Transaction on Cybernetics和在IEEE Transaction on Evolutionary Computation等国内外权威期刊和会议。曾担任IEEE Transaction on Cybernetics、IEEE Transactions on Neural Networks and Learning Systems、IEEE Transaction on Artificial Intelligence、Complex & Intelligent Systems等著名国际期刊审稿人。

数据结构与算法、python与人工智能、程序设计基础

[1] Xiao-Qi Guo, Wei-Neng Chen, Feng-Feng Wei, Wen-Tao Mao, Xiao-Min Hu and Jun Zhang, “Edge–Cloud Co-Evolutionary Algorithms for Distributed Data-Driven Optimization Problems”, IEEE Transactions on Cybernetics, vol. 53, no. 10, pp. 6598-6611, Oct. 2023, doi: 10.1109/TCYB.2022.3219452.

[2] Xiao-Qi Guo, Feng-Feng Wei, Jun Zhang, Wei-Neng Chen, “A Classifier Ensemble-based Distributed Surrogate-Assisted Evolutionary Algorithm for Distributed Data-Driven Optimization Problems”, IEEE Transactions on Evolutionary Computation, vol. 29, no. 3, pp. 711-725, June 2025, doi: 10.1109/TEVC.2024.3361000.

[3] Xiao-Qi Guo, Ling-Yu Li, Feng-Feng Wei and Wei-Neng Chen, “An Adaptive Cooperative Frequency Strategy in Distributed Cooperative Co-evolution” 2023 13th International Conference on Information Science and Technology (ICIST), Cairo, Egypt, 2023, pp. 616-622, doi: 10.1109/ICIST59754.2023.10367185.

[4] Tai-You Chen, Wei-Neng Chen, Xiao-Qi Guo, Yue-Jiao Gong, Jun Zhang, “A Multi-Agent Co-evolutionary Algorithm with Penalty-Based Objective for Network-Based Distributed Optimization”, IEEE Transactions on Systems, Man and Cybernetics: Systems, vol. 54, no. 7, pp. 4358-4370, July 2024, doi: 10.1109/TSMC.2024.3380389.

[5] Xiao-Cheng Liao, Wei-Neng Chen; Xiao-Qi Guo, Jinghui Zhong, Da-Jiang Wang, “DRIFT: A Dynamic Crowd Inflow Control System Using LSTM-Based Deep Reinforcement Learning”,IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 55, no. 6, pp. 4202-4215, June 2025, doi: 10.1109/TSMC.2025.3549627.

[6] Feng-Feng Wei, Wei-Neng Chen, Xiao-Qi Guo, Bowen Zhao, Sang-Woon Jeon, Jun Zhang, "CrowdEC: Crowdsourcing-Based Evolutionary Computation for Distributed Optimization", IEEE Transactions on Services Computing, vol. 17, no. 6, pp. 3286-3299, Nov.-Dec. 2024, doi: 10.1109/TSC.2024.3433487.

[7] Xiao-Cheng Liao, Wei-Neng Chen, Xiao-Qi Guo, Jing-Hui Zhong and Xiao-Min Hu, "Crowd Management Through Optimal Layout of Fences: An Ant Colony Approach Based on Crowd Simulation," IEEE Transactions on Intelligent Transportation Systems, vol. 24, no. 9, pp. 9137-9149, Sept. 2023, doi: 10.1109/TITS.2023.3272318.

[8] Zhi-Hui Zhan, Jun Zhang, Ying Lin, Jian-Yu Li, Ting Huang, Xiao-Qi Guo, et al. “Matrix-Based Evolutionary Computation”, IEEE Transactions on Emerging Topics in Computational Intelligence, vol. 6, no. 2, pp. 315-328, April 2022.

[9] Feng-Feng Wei, Xiao-Qi Guo, Wen-Jin Qiu, Tai-You Chen, Wei-Neng Chen, “A Distributed RBF-Assisted Differential Evolution for Distributed Expensive Constrained Optimization”, Distributed Artificial Intelligence, 2023.

[10] Tai-You Chen, Wei-Neng Chen, Feng-Feng Wei, Xiao-Qi Guo, Wen-Xiang Song, Rui Zhu, Qiuzhen Lin, Jun Zhang,"The Confluence of Evolutionary Computation and Multi-Agent Systems: A Survey," in IEEE/CAA Journal of Automatica Sinica, vol. 12, no. 11, pp. 2175-2193, November 2025, doi: 10.1109/JAS.2025.125246.

代表性项目

主持汕头大学科研启动经费项目“代理模型辅助的分布式数据驱动进化算法研究”，经费25万元

1.授权发明专利名称：一种无线传感器网络上的分布式聚类方法、装置及介质；授权公告号：CN 115935203B；授权公告日：2025.9.16；专利号：2022 1 1556497.6 ；发明人：陈伟能；郭晓琦；龚月姣