王甲海

所属研究所、院系: 
大数据与计算智能研究所
职称: 
副教授
E-mail: 
wangjiah@mail.sysu.edu.cn
办公地点: 
621A
研究领域: 

Computational Intelligence (Evolutionary Computation, Neural Networks), Intelligent Data Mining and Machine Learning. 欢迎联系我攻读硕士和博士(特别是直博和硕博连读)学位,以及申请博士后和特聘研究员职位,从事人工智能和数据挖掘方面的合作研究。

                                               

          

科研项目: 
  • National Natural Science Foundation of China (61673403, 61070076, 60805026)
  • 国家自然科学基金委员会-广东省人民政府大数据科学研究中心医疗大数据项目(U1611262)
  • 网络空间数据挖掘项目
代表性论著: 
  • Jiahai Wang, Weiwei Zhang, Jun Zhang, Cooperative differential evolution with multiple populations for multiobjective optimization, IEEE Transactions on Cybernetics, vol.46, no.12, pp.2848-2861, 2016.
  • Jiahai Wang, Ying Zhou, Yong Wang, Jun Zhang, C.L. Philip Chen, and Zibin Zheng, Multiobjective vehicle routing problems with simultaneous delivery and pickup and time windows: formulation, instances and algorithms, IEEE Transactions on Cybernetics, vol.46, no.3, pp.582-594, 2016.
  • Jiahai Wang, Jianjun Liao, Ying Zhou, Yiqiao Cai, Differential evolution enhanced with multiobjective sorting based mutation operators, IEEE Transactions on Cybernetics, vol.44, no.12, pp.2792-2805, 2014.
  • Ying Zhou, Jiahai Wang*, A local search-based multiobjective optimization algorithm for multiobjective vehicle routing problem with time windows, IEEE Systems Journal, vol.9, no.3, pp.1100-1113, 2015.
  • Yalan Zhou, Jiahai Wang*, Jian Chen, Shangce Gao, Luyao Teng, Ensemble of many-objective evolutionary algorithms for many-objective problems, Soft Computing, 2015.
  • Jiahai Wang, Chenglin Zhong, Ying Zhou, Multiobjective optimization algorithm with objective-wise learning for continuous multiobjective problems, Journal of Ambient Intelligence and Humanized Computing, vol.6, no.5, pp.571-585, 2015.
  • Yalan Zhou, Jiahai Wang*, Yuren Zhou, Zhanyan Qiu, Zhisheng Bi, Yiqiao Cai, Differential evolution with guiding archive for global numerical optimization, Applied Soft Computing, vol.43, pp.424-440, 2016.
  • Wenhong Wei, Jiahai Wang*, Ming Tao, Constrained differential evolution with multiobjective sorting mutation operators for constrained optimization, Applied Soft Computing, vol.33, pp.207-222, 2015.
  • Jiahai Wang, Yiqiao Cai, Multiobjective evolutionary algorithm for frequency assignment problem in satellite communications, Soft Computing, vol.19, no.5, pp.1229-1253, 2015.
  • Yiqiao Cai, Jiahai Wang, Differential evolution with hybrid linkage crossover, Information Sciences,vol.320, pp.244-287, 2015.
  • Yiqiao Cai, Jiahai Wang*, Differential evolution with neighborhood and direction information for numerical optimization, IEEE Trans. Cybernetics, vol.43,no.6, pp.2202-2215,2013.
  • Jiahai Wang, Y. Zhou, J. Yin, Y. Zhang, Competitive Hopfield network combined with estimation of distribution for maximum diversity problems, IEEE Trans. Systems, Man, and Cybernetics-Part B: Cybernetics, vol.39, no.4, pp.1048-1066, Aug. 2009.
  • Y. Cai, Jiahai Wang*, J. Yin, Learning-enchanced differential evolution for numerical optimization, Soft Computing, vol.16, no.2, pp.303-330, 2012.
  • Jiahai Wang, Y. Zhou, et. al. Learnable tabu search guided by estimation of distribution for maximum diversity problems, Soft Computing, vol.16, no.4, pp.711-728, 2012.
  • Jiahai Wang, Yiqiao Cai et al., Discrete particle swarm optimization based on estimation of distribution for terminal assignment problems, Computers & Industrial Engineering,vol.60, no.4, pp.566-575, May 2011.
  • Jiahai Wang, Hopfield neural network based on estimation of distribution for two-page crossing number problem, IEEE Trans. on Circuits and Systems II: Express Briefs, vol.55, no.8, pp.797-801,2008.