中山大学信息科学与技术学院导师介绍：王甲海

　　姓名：王甲海　 　性别：男　　职称：副教授　　
　　学院：信息科学与技术学院 　 最后学历：工学博士
 

研究兴趣

[] 智能数据挖掘和机器学习；
[] 计算智能优化理论、算法与应用；
[] 人工智能；

 

近年主持科研项目

[]广州珠江科技新星 （2011）
[]国家自然科学基金
[]中央高校基本科研业务费专项资金
[]国家自然科学基金
[]高等学校博士学科点专项科研基金（新教师基金）
[]教育部留学回国人员科研启动基金
[]广东省自然科学基金

教学

本科课程-人工智能，人工神经网络，软件工程；
研究生学位课程-算法分析与设计
 

发表文章

近年在国际刊物IEEE Trans., Soft Computing, Computers & Industrial Engineering, Neurocomputing,IEICE Trans.等和会议发表50多篇文章。

 

文章选列：
 

[] 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.

[] Jiahai Wang, Z. Kuang, X. Xu, Y. Zhou, “Discrete particle swarm optimization based on estimation of distribution for polygonal approximation problems,” Expert Systems with Applications, vol.36, no.5, pp. 9398-9408, July 2009.

[] Y. Cai, Jiahai Wang, J. Yin, “Learning-enchanced differential evolution for numerical optimization,” Soft Computing, 2011.

[] Jiahai Wang, Y. Zhou, et. al. "Learnable tabu search guided by estimation of distribution for maximum diversity problems," Soft Computing, 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.

[] R. Wang, S. Fukuta, Jiahai Wang and K. Okazaki, “A genetic algorithm with conditional crossover and mutation operators and its application to combinatorial optimization problems,” IEICE Trans. Fundamentals, vol.E90-A, no.1, pp.287-294, Jan. 2007.

[] Jiahai Wang, Yiqiao Cai, Jian Yin, “Multi-start stochastic competitive Hopfield neural network for frequency assignment problem in satellite communications,” Expert Systems with Applications, vol.38, no.1, pp.131-145,2011.

[] Jiahai Wang, Yiqiao Cai et al., "Discrete particle swarm optimization based on estimation of distribution for terminal assignment problems," Computers & Industrial Engineering, 2011.

[] Jiahai Wang, Z. Tang, X. Xu, Y. Li, “A discrete competitive Hopfield neural network for cellular channel assignment problem,” Neurocomputing, vol.67, pp. 436-442, 2005.

[] X. Xu, Z. Tang, Jiahai Wang, “A method to improve the transiently chaotic neural network,” Neurocomputing, vol.67, pp. 456-463, 2005.

[] Jiahai Wang, Z. Tang, “An improved optimal competitive Hopfield network for bipartite subgraph problems,” Neurocomputing, vol.61C, pp.413-419, 2004.

[] Jiahai Wang, Z. Tang, Q. Cao, X. Xu, “An elastic net learning algorithm for edge linking of images,” IEICE Trans. Fundamentals, vol. E86-A, no.11, pp.2879-2886, 2003.