人物經歷
博士,山東科技大學副教授。2001年畢業於曲阜師範大學,2004年獲東南大學理學碩士學位,2007年獲東南大學理學博士學位。 現為Int. J. Bifur.Chaos、Neurocomputing、Mathematics and Computers in Simulation、Asian Journal of Control、Journal of Sound and Vibration等SCI 雜誌的審稿人。主要從事非線性系統理論、神經網路理論、智慧型控制理論等領域的研究。近年來,在混沌控制及神經網路動力學分析等相關領域中取得了一些有影響的研究成果,已在Nonlinearity, Int. J. Bifur. Chaos, Nonlinear Analysis, Nonlinear Dynamics 等國際重要刊物上發表論文16篇,其中SCI收錄9篇。
近年承擔的科研項目
1. 分數階神經網路的超混沌特性與同步研究(61004078),2011.01-2013.12,國家自然科學基金項目(青年基金),負責人;
2. 混沌神經網路的同步及耦合特性研究(ZR2009GQ009),山東省自然科學基金項目(青年基金),2010.01-2012.12,負責人;
3. 分數階神經網路系統中的超混沌及複雜網路上的同步研究,中國博士後科學基金,2011.01-2012.12,獨立;
4. 分數階超混沌系統的同步控制與套用研究,山東省博士後創新項目專項基金,2011.01-2012.12,獨立;
5. 基於憶阻器的混沌、超混沌電路與系統的生成、分析及其硬體實現, 國家自然科學基金項目(60971022), 2011.01-2012.12,項目組主要成員;
6. 基於憶阻器的混沌、超混沌電路與系統的探索性研究,山東省自然科學基金項目(ZR2009GM005),2010.01-2012.12,項目組主要成員。
主要研究方向
為非線性系統理論及套用、分數階系統理論及套用等。自工作以來,帶領團隊開展分數階非線性系統的數值算法、動力學分析及控制等研究工作,先後完成和承擔國家自然科學基金項目5項、省部級項目5項;在國內外刊物及會議發表學術論文40餘篇,其中被SCI收錄檢索23篇, EI收錄檢索13篇,論文SCI他引410餘次,其中單篇他引最高次數達110餘次。2012年獲教育部自然科學二等獎。
獲得學術獎勵情況
論文“LMI-based Criteria for Global Robust Stability of Bidirectional Associative Memory Networks with Time Delay, Nonlinear Analysis 66(7), 1558-1572, 2007” 被評為“2007年中國百篇最具影響國際學術論文”,獲獎人:曹進德,Daniel W. C. Ho,黃霞。
主要相關論文
1. Xia Huang, Jinde Cao, Yuxia Li, Takagi–Sugeno fuzzy-model-based control of hyperchaotic Chen system with norm-bounded uncertainties, Proc. IMechE, Part I: J. Systems and Control Engineering 224(3), 2010,223-234. (SCI)
2. Xia Huang, Jinde Cao, Synchronization of Hyperchaotic Chen System Based on Fuzzy State Feedback Controller, Proceedings of the 29th Chinese Control Conference, 672-676. (EI)
3. Xia Huang, Zhen Wang, Yuxia Li, Hybrid Synchronization of Hyperchaotic Lü System Based on Passive Control, 2010 International Workshop on Chaos-Fractal Theory and its Applications (IWCFTA 2010), 34-38. (EI源)
4. Xia Huang, James Lam, Jinde Cao and Shengyuan Xu, Robust Synchronization Criteria for Recurrent Neural Networks via Linear Feedback, International Journal of Bifurcation and Chaos 17(8), 2007, 2723-2738. (SCI)
5. Xia Huang, Jinde Cao, Generalized Synchronization for Delayed Chaotic Neural Networks: A Novel Coupling Scheme, Nonlinearity 19(12), 2006, 2797-2811. (SCI)
6. Xia Huang, Jinde Cao and Daniel W. C. Ho, Synchronization Criteria of Lur'e Systems by Dynamic Output Feedback with Time-delay, International Journal of Bifurcation and Chaos 16(8), 2006, 2293-2307. (SCI)
7. 黃霞, 曹進德, 參數未知超混沌系統的自適應廣義同步控制, 第25屆中國控制會議, 2006, 924-927.(EI)
8. Xia Huang, Jinde Cao and Daniel W. C. Ho, Existence and Attractivity of Almost Periodic Solution for Recurrent Neural Networks with Unbounded Delays and Variable Coefficients, Nonlinear Dynamics 45(3-4), 2006, 337-351. (SCI)
9. Xia Huang, Jinde Cao and Deshuang Huang, LMI-Based Approach for Delay-dependent Exponential Stability Analysis of BAM Neural Networks, Chaos, Solitons & Fractals 24(3), 2005, 885-898. (SCI)
10. Xia Huang, Jinde Cao, Almost Periodic Solution of Shunting Inhibitory Cellular Neural Networks with Time-varying Delay, Physics Letters A 314(3), 2003, 222-231. (SCI)
11. Jinde Cao, Daniel W. C. Ho and Xia Huang, LMI-based Criteria for Global Robust Stability of Bidirectional Associative Memory Networks with Time Delay, Nonlinear Analysis: Theory, Methods & Applications 66(7), 2007, 1558-1572. (SCI)(2007年中國百篇最具影響國際學術論文)
12. Jinde Cao, Anping Chen and Xia Huang, Almost Periodic Attractor of Delayed Neural Networks with Variable Coefficients, Physics Letters A 340(1-4), 2005, 104-120. (SCI)
13. Liang Jin-Ling, Huang Xia, Delay-dependent Exponential Stability for Cellular Neural Networks with Time-varying Delays, Journal of Nanjing University 41(2), 2005, 215-222.
14. Yongchao Cao, Yuxia Li, Xia Huang, The Generation of a New Hyperchaotic System via State Feedback Control, International Workshop on Chaos-Fractals Theories and Applications, 2009, 83-87. (EI)
15.Yuxia Li, Yongchao Cao, Xia Huang, Guanrong Chen, The Generation and Circuit Implementation of a Hyperchaos with Four-wing, 2010 International Workshop on Chaos-Fractal Theory and its Applications, 280-283. (EI源)
16. Yuxia Li, Yongchao Cao, Xia Huang, Ming Gao, A New 4D Four-wing Hyperchaotic Attractor and Its Circuit Implementation, ICCCAS 2010, 742-746. (EI源)