杨圣祥 - 湘潭大学 - 计算机学院网络空间安全学院

个人简介

杨圣祥，男，博士，教授，博士生导师。湖南省“芙蓉学者”讲座教授，英国德蒙特福特大学教授，英国工程与物理科学研究委员会(EPSRC)同行评审学院的成员，电气与电子工程师协会（IEEE）的高级会员，IEEE计算智能协会（IEEE CIS）的会员），IEEE CIS智能系统应用技术委员会（ISATC）的成员以及IEEE CIS进化计算技术委员会（ECTC）的成员，IEEE CIS ISATC智能网络系统任务组（TF-INS，2012-2017）的创始主席和IEEE CIS ECTC动态和不确定环境中的进化计算任务组（ECiDUE，2011-2017)。1993年、1996年和1999年分别在东北大学获得学士学位、硕士学位和博士学位。现在是德蒙福特大学，计算机科学与信息学院，计算智能中心的教授。学习经历 1993年，本科，东北大学 1996年，硕士研究生，东北大学 1999年，博士研究生，东北大学工作经历 2012年-现在，教授，德蒙特福特大学 2010年7月-2012年6月，高级讲师，布鲁内尔大学 2000年11月-2010年6月，讲师，英国莱斯特大学 1999年10月-2000年10月，博士后研究助理，英国伦敦国王学院

研究领域

智能算法、元启发式和超启发式、人工神经网络调度、组合优化，多目标优化和动态优化、智能网络系统、生物信息学，系统与合成生物学、数据挖掘和智能数据分析，网络流量问题和算法。

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

Q Chen, J Ding, S Yang, T Chai. A novel evolutionary algorithm for dynamic constrained multiobjective optimization problems,IEEE Transactions on Evolutionary Computation, 2020.08(JCR:SCI一区, IF 11.169,TOP) (SCI期刊论文) Q Zhang, S Yang, M Liu, J Liu, L Jiang. A new crossover mechanism for genetic algorithms for Steiner tree optimization,IEEE Transactions on Cybernetics,2020.07 (JCR:SCI一区,IF 11.079,TOP) (SCI期刊论文) Q Zhang, S Yang, M Liu, J Liu, L Jiang. A new crossover mechanism for genetic algorithms for tree optimization problems,IEEE Transactions on Cybernetics,2020.06 (JCR:SCI一区,IF 11.079,TOP) (SCI期刊论文) S Jiang, M Kaiser, S Yang, S Kollias, N Krasnogor. A scalable test suite for dynamic multiobjective optimization,IEEE Transactions on Cybernetics,2020.06 (JCR:SCI一区,IF 11.079,TOP) (SCI期刊论文) Q Zhang, S Yang, S Jiang, R Wang, X Li. Novel prediction strategies for dynamic multi-objective optimization,IEEE Transactionson Evolutionary Computation,2020.04 (JCR:SCI一区,IF 11.079,TOP) (SCI期刊论文) Z Liang, T Wu, X Ma, Z Zhu, S Yang.A dynamic multi-objective evolutionary algorithm based on decision variable classification,IEEE Transactions on Cybernetics,2020.03 (JCR:SCI一区,IF 11.079,TOP) (SCI期刊论文) D Gong, B Xu, Y Zhang, Y Guo, S Yang.A similarity-based cooperative co-evolutionary algorithm for dynamic interval multi-objective optimization problems,IEEE Transactions on Evolutionary Computation,2020.02 (JCR:SCI一区,IF 11.079,TOP) (SCI期刊论文) W Fang, L Zhang, S Yang, J Sun, X Wu.A multi-objective evolutionary algorithm based on coordinate transformation,IEEE Transactions on Cybernetics,2019.07 (JCR:SCI一区,IF 11.079,TOP) (SCI期刊论文) C Fahy, S Yang, M Gongora.Ant colony stream clustering: A fast density clustering algorithm for dynamic data streams,IEEE Transactions on Cybernetics,2019.06 (JCR:SCI一区,IF 11.079,TOP) (SCI期刊论文) Y Wang, DQ Yin, S Yang, G Sun.Global and local surrogate-assisted differential evolution for expensive constrained optimization problems with inequality constraints,IEEE Transactions on Cybernetics,2019.05 (JCR:SCI一区,IF 11.079,TOP) (SCI期刊论文) ZZ Liu, Y Wang, S Yang, K Tang.An adaptive framework to tune the coordinate systems in nature-inspired optimization algorithms,IEEE Transactions on Cybernetics ,2019.04 (JCR:SCI一区,IF 11.079,TOP) (SCI期刊论文) Z Wang, J Zhang, S Yang.An improved particle swarm optimization algorithm for dynamic job shop scheduling problems with random job arrivals,Swarm and Evolutionary Computation ,2019.12(JCR:SCI一区,IF 6.921,TOP) (SCI期刊论文) J Zou, J Zheng, G Ruan, Y Hu, J Zou, M Li, S Yang, X Tan.A pareto-based evolutionary algorithm using decomposition and truncation for dynamic multi-objective optimization,Applied Soft Computing ,2019.12(JCR:SCI一区,IF 5.472,TOP) (SCI期刊论文) J Zou, Q Li, S Yang, J Zheng, Z Peng, T Pei.A dynamic multiobjective evolutionary algorithm based on a dynamic evolutionary environment model,Swarm and Evolutionary Computation,2019,02(JCR:SCI一区,IF 6.921,TOP) (SCI期刊论文) J Qiao, H Zhou, C Yang, S Yang.A decomposition-based multiobjective evolutionary algorithm with angle-based adaptive penalty,Applied Soft Computing,2019.01 (JCR:SCI一区,IF 5.472,TOP) (SCI期刊论文) S Jiang, S Yang, Y Wang, X Liu.Scalarizing functions in decomposition-based multiobjective evolutionary algorithms,IEEE Transactions on Evolutionary Computation,2018.04 (JCR:SCI一区,IF 11.079,TOP) (SCI期刊论文) M Li, C Grosan, S Yang, X Liu, X Yao.Multi-line distance minimization: A visualized many-objective test problem suite,IEEE Transactions on Evolutionary Computation ,2018.02(JCR:SCI一区,IF 11.079,TOP) (SCI期刊论文) MT Younis, S Yang.Hybrid meta-heuristic algorithms for independent job scheduling in grid computing,Applied Soft Computing,2018.11 (JCR:SCI一区,IF 5.472,TOP) (SCI期刊论文) J Zou, L Fu, S Yang, J Zheng, G Yu, Y Hu.A many-objective evolutionary algorithm based on rotated grid,Applied Soft Computing ,2018.06 (JCR:SCI一区,IF 5.472,TOP) (SCI期刊论文) J Zou, Y Zhang, S Yang, Y Liu, J Zheng.Adaptive neighborhood selection for many-objective optimization problems,Applied Soft Computing ,2018.03 (JCR:SCI一区,IF 5.472,TOP) (SCI期刊论文)