陈伟能,男,1983年11月生,华南理工大学计算机科学与工程学院教授、博士生导师,国家优秀青年科学基金获得者、广东省自然科学杰出青年基金获得者、首批“广东特支计划”科技创新青年拔尖人才、广州市珠江科技新星、英国皇家学会Newton Fund基金获得者。
围绕演化计算、群体智能等计算智能方法在复杂优化中的可用性问题,在提高算法的搜索多样性、拓展算法的求解空间等方面取得了重要成果,并将算法在云计算、软件工程、金融优化等领域应用和验证,发表学术论文60余篇,其中在IEEE TEvC,IEEE TSE,IEEE TCyb等IEEE Trans.刊物发表论文18篇,1篇论文入选ESI高被引论文。博士学位论文分别获得了2016年度IEEE CIS(计算智能学会)唯一杰出博士学位论文奖和2012年度中国计算机学会CCF优秀博士学位论文奖。现任中国计算机学会人工智能与模式识别专业委员会委员,多次获邀出任IEEE WCCI等领域内重要国际会议的程序委员会委员。
主要研究方向:
群体智能、演化计算
云计算、运筹与优化
办公地点:广州大学城外环东路382号华南理工大学B3-515-2
E-Mail:cschenwn@scut.edu.cn,cwnraul634@aliyun.com
教育经历:
2006-2012 中山大学,计算机应用技术,博士学位
2002-2006 中山大学,网络工程,学士学位
奖励和荣誉:
2016 国家优秀青年科学基金获得者
2016 IEEE CIS(计算智能学会)唯一杰出博士学位论文
2015 广东省自然科学杰出青年基金获得者
2015 “广东特支计划”科技创新青年拔尖人才
2014 英国皇家学会(Royal Society)Newton Fund基金获得者
2014 广州市“珠江科技新星”
2012 中国计算机学会(CCF)优秀博士学位论文
代表论著:
[1] Wei-neng Chen (陈伟能)Jun Zhang, et al., “Particle Swarm Optimization with an Aging Leader and Challengers”,IEEE Transactions on Evolutionary Computation, vol. 17, no. 2, pp. 241-258, 2013.【ESI高被引论文】
[2] Wei-neng Chen (陈伟能), Jun Zhang, et. al, “A novel set-based particle swarm optimization method for discrete optimization problem,”IEEE Transactions on Evolutionary Computation, vol. 14, no. 2, pp. 278-300, 2010.
[3] Wei-neng Chen (陈伟能)and Jun Zhang, “Ant Colony Optimization for Software Project Scheduling and Staffing with an Event-Based Scheduler”,IEEE Transactions on Software Engineering, vol. 39, no. 1, pp. 1-17, 2013.
[4] Qiang Yang,Wei-neng Chen (陈伟能)(通讯作者), et al. “Adaptive Multimodal Continuous Ant Colony Optimization,”IEEE Transactions on Evolutionary Computation, in press, DOI: 10.1109/TEVC.2016.2591064, 2016
[5] Xuyun Wen,Wei-neng Chen (陈伟能)(通讯作者), et al. “A Maximal Clique Based Multiobjective Evolutionary Algorithm for Overlapping Community Detection,”IEEE Transactions on Evolutionary Computation, in press, DOI: 10.1109/TEVC.2016.2605501, 2016
[6] Qiang Yang,Wei-neng Chen (陈伟能)(通讯作者), et al., “Multimodal Estimation of Distribution Algorithms,”IEEE Trans. on Cybernetics, in press, DOI: 10.1109/TCYB.2016.2523000, 2016
[7] Ni Chen,Wei-neng Chen (陈伟能)(通讯作者), et al., “An Evolutionary Algorithm with Double-Level Archives for Multi-Objective Optimization,”IEEE Trans. on Cybernetics, vol. 45, no. 9, pp. 1851-1863, Spet. 2015.
[8] M. Shen,Wei-neng Chen (陈伟能)(通讯作者), et. al, “Optimal Selection of Parameters for Non-uniform Embedding of Chaotic Time Series Using Ant Colony Optimization”,IEEE Transactions on Cybernetics, vol.43, no.2, pp. 790 - 802, 2013.
[9] Wei-neng Chen (陈伟能), Jun Zhang, et al., “Optimizing Discounted Cash Flows in Project Scheduling - An Ant Colony Optimization Approach,”IEEE Transactions on System, Man, and Cybernetics, Part C, vol. 40, no. 1, pp. 64-77, 2010.
[10]Wei-neng Chen (陈伟能)and Jun Zhang, “An ant colony optimization approach to a Grid workflow scheduling problem with various QoS requirements”,IEEE Transactions on System, Man, and Cybernetics, Part C, vol. 39, no. 1, pp. 29-43, 2009.