个人简介
湖南涟源人,2006年毕业于武汉大学计算机学院,获工学博士学位。
先后主持和参与国家自然科学基金项目,国际科技合作项目,863项目,教育部产学合作项目,广东省自然科学基金项目,软件工程国家重点实验室开放基金项目,深圳市科技计划项目,以及各类企业委托项目十余项。发表论文40余篇,获国家发明专利1项,软件著作权5项,参与编写教材3部。担任IEEE Transactions on Evolutionary Computation,IEEE Transactions on Cybernetics,Information Sciences,Applied Soft Computing,Soft Computing,Journal of Computer Science and Technology等期刊的审稿人
研究领域
主要研究兴趣包括计算智能,大数据分析,软件理论与开发方法学
近期论文
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[1] Zhengping Liang, Kaifeng Hu, Xiaoliang Ma, Zexuan Zhu: A Many-Objective Evolutionary Algorithm Based on a Two-Round Selection Strategy. IEEE Transactions on Cybernetics, in press. DOI: 10.1109/TCYB.2019.2918087.
[2] Zhengping Liang, Jian Zhang, Liang Feng, Zexuan Zhu: A hybrid of genetic transform and hyper-rectangle search strategies for evolutionary multi-tasking. Expert Systems with Applications, 138: 1-18 (2019).
[3] Zhengping Liang, Shunxiang Zheng, Zexuan Zhu, Shengxiang Yang: Hybrid of memory and prediction strategies for dynamic multiobjective optimization. Information Sciences, 485: 200-218 (2019).
[4] Zhengping Liang, Weijun Hou, Xiang Huang, Zexuan Zhu: Two new reference vector adaptation strategies for many-objective evolutionary algorithms. Information Sciences, 483: 332-349 (2019).
[5] Xiaoliang Ma, Xiaodong Li, Qingfu Zhang, Ke Tang, Zhengping Liang, Weixin Xie, Zexuan Zhu: A Survey on Cooperative Co-Evolutionary Algorithms. IEEE Transactions on Evolutionary Computation, 23(3): 421-441 (2019).
[6] Zhengping Liang, Xuyong Wang, Qiuzhen Lin, Fei Chen, Jianyong Chen, Zhong Ming: A novel multi-objective co-evolutionary algorithm based on decomposition approach. Applied Soft Computing, 73: 50-66 (2018).
[7] Zhengping Liang, Kaifeng Hu, Quanxiang Zhu, Zexuan Zhu: An enhance artificial bee colony algorithm with adaptive differential operators. Applied Soft Computing, 58: 480-494 (2017).
[8] Zhengping Liang, Jiangtao Sun, Qiuzhen Lin, Zhihua Du, Jianyong Chen, Zhong Ming: A novel multiple rule sets data classification algorithm based on ant colony algorithm. Applied Soft Computing, 38: 1000-1011 (2016).