中山大學(xué)信息科學(xué)與技術(shù)學(xué)院導(dǎo)師：王甲海 正文

　　姓名：王甲海　 　性別：男　　職稱：副教授　　
　　學(xué)院：信息科學(xué)與技術(shù)學(xué)院 　 最后學(xué)歷：工學(xué)博士
 

研究興趣

[] 智能數(shù)據(jù)挖掘和機(jī)器學(xué)習(xí)；
[] 計(jì)算智能優(yōu)化理論、算法與應(yīng)用；
[] 人工智能；

近年主持科研項(xiàng)目

[]廣州珠江科技新星 （2011）
[]國家自然科學(xué)基金
[]中央高?；究蒲袠I(yè)務(wù)費(fèi)專項(xiàng)資金
[]國家自然科學(xué)基金
[]高等學(xué)校博士學(xué)科點(diǎn)專項(xiàng)科研基金（新教師基金）
[]教育部留學(xué)回國人員科研啟動(dòng)基金
[]廣東省自然科學(xué)基金

教學(xué)

本科課程-人工智能，人工神經(jīng)網(wǎng)絡(luò)，軟件工程；
研究生學(xué)位課程-算法分析與設(shè)計(jì)
 

發(fā)表文章

近年在國際刊物IEEE Trans., Soft Computing, Computers & Industrial Engineering, Neurocomputing,IEICE Trans.等和會(huì)議發(fā)表50多篇文章。

文章選列：
 

[] 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.
 

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