Quanxin Zhu Professor
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Bio:
Educational Background
- PhD, Probability and Statistics, Sun Yat-Sen University (2005)
- MA, Probability and Statistics,Hunan Normal University (2002)
- BA, MathematicsEducation ,Hunan Normal University, (1999)
Research
Research Interests
Markov processes, stochastic differential equations, stochastic partial differential equations, stochastic stability, stochastic neural networks, etc.
Research Projects
- January 2014-December 2017 “Stability, control and its application of stochastic systems driven by Levy processes” (780,000 Chinese dollars) The Natural Science Foundation of China
- January 2016-December 2020 “Effective dynamics and characterization of stochastic dynamical systems” (2750,000 Chinese dollars)The Natural Science Foundation of China
- January 2009-December 2011 “Optimal control, stability theory and application of random processes” (170,000 Chinese dollars) The National Natural Science Foundation of China
- January 2007-December 2007 “Optimal control and application of Markov processes” (30,000 Chinese dollars)The National Natural Science Foundation of China
- July 2016-June 2019 “Stability and its application of discontinuous stochastic systems” (80,000 Chinese dollars) The Natural Science Foundation of Jiangsu Province
- January 2012-December 2015 “Stability and its application of discontinuous stochastic systems” (80,000 Chinese dollars) The Natural Science Foundation of Zhejiang Province
- January 2007-December 2008 “Theory and application of controlled Markov processes” (30,000 Chinese dollars) The National Natural Science Foundation of Guangdong Province
Journal Articles
- Finite-time stabilization of high-order stochastic nonlinear systems in strict-feedback form, Automatica 54(2015)284-291.(The Correspondent author)
- Existence, uniqueness and stability of stochastic neutral functional differential equations of Sobolev-type, J. Math. Phys.(2015)(The Correspondent author)
- Noise suppresses explosive solutions of differential systems: A new general polynomial growth condition, J. Math. Anal. Appl. 431(1)(2015)648- 661.(The Correspondent author)
- Exponential input-to-state stability of stochastic Cohen-Grossberg neural networks with mixed delays, Nonlinear Dynam. 79(2015)1085-1098.(The first author)
- Asymptotic stability in the pth moment for stochastic differential equations with L´evy noise, J. Math. Anal. Appl. 416(1)(2014)126-142. (The first author)
- pth Moment exponential stability of impulsive stochastic functional differential equations with Markovian switching, J. Franklin Inst. 351(7)(2014)3965-3986.(The first author)
- Stability analysis of Markovian jump stochastic BAM neural networks with impulse control and mixed time delays, IEEE Trans. Neural Networks Learning Syst. 23(3)(2012)467-479.(The first author)
- Exponential and almost sure exponential stability of stochastic fuzzy delayed Cohen-Grossberg neural networks, Fuzzy Set. Syst. 203(2012)74-94. (The first author)
- Stability of Markovian jump neural networks with impulse control and time varying delays, Nonlinear Anal.: RWA 13(5)(2012)2259-2270. (The first author)
- pth moment exponential synchronization for stochastic delayed Cohen-Grossberg neural networks with Markovian switching, Nonlinear Dynam. 67(1)(2012)829-845. (The first author)
- Exponential stability of stochastic neural networks with both Markovian jump parameters and mixed time delays, IEEE Trans. Syst.ManCybern. B Cybern.41(2)(2011)341-353.(The first author)
- Exponential stability of impulsive nonlinear stochastic differential equations with mixed delays, Nonlinear Anal.: RWA 12(5)(2011)2851-2860.(The first author)
- Exponential stability of stochastic neural networks with both Markovian jump parameters and mixed time delays, IEEE Trans. Syst.ManCybern. B Cybern.41(2)(2011)341-353.(The first author)
- Stability analysis for stochastic Volterra-Levin equations with Poisson jumps: fixed point approach, J. Math. Phys. 52(4)(2011)042702-042702- 15. (The Correspondent author)
- Robust exponential stability of Markovian jump impulsive stochastic Cohen-Grossberg neural networks with mixed time delays, IEEE Trans. Neural Networks 21(8)(2010)1314-25.(The first author)
- Decentralized risk-sensitive design for large-scale stochastic interconnected systems with time-varying delays, J. Franklin Inst. 353(7)(2016)1527-1552.(The Correspondent author)
- Mean square stability of two classes of theta method for neutral stochastic differential delay equations,Journal of Computational and Applied Mathematics,305(2016)55-67
- Corrigendum to“Stabilization in probability and mean square of controlled stochastic dynamical system with state delay”[Syst. Control Lett. 68 (2014) 95–100], Systems & Control Letters, 93(2016)77-81. (The Correspondent author)
- State estimation of T–S fuzzy delayed neural networks with Markovian jumping parameters using sampled-data control,(2016)(The Correspondent author)
- Almost sure exponential stability of numerical solutions to stochastic delay Hopfield neural networks, Appl. Math. Comput. 266(2015)698-712. (The Correspondent author)
Honors and Awards
- One of most cited Chinese researchers in 2015, Elsevier
- The Alexander von Humboldt Foundation in 2015, Germany
- One of most cited Chinese researchers in 2014, Elsevier
- 2014 Achievement Award, Mathematical Society of Jiangsu Province
- 2011 Annual Chinese One Hundred “The Most Influential International Academic Paper” Award.
- “Zhejiang Provincial Government Science and Technology Award”, 2012
- “Ningbo Municipal Government Science and Technology Progress Award”, 2013
- “Zhejiang Province College Research Award”,2011
- Science and Technology Youth Award second prize of Chinese Operations Research Society, Chinese Operations Research Society,2008
Academic Title
- Associate Editor of Mathematical Problems in Engineering
- Associate Editor of Transnational Journal of Mathematical Analysis and Applications
- Associate Editor of Journal of Applied Mathematics
- Lead Guest Editor of “Recent Developments on the Stability and Control of Stochastic Systems” in Mathematical Problems in Engineering
- Guest Editor of “Special Issue on Advanced Control, Optimization and Applications to Markovian Jumping Systems” in Mathematical Problems in Engineering
- Referee for more than 40 journals: IEEE Trans. Automatic Control, SIAM J. Control Optim., Automatica, Nonlinear Anal.: RWA, etc.
- The head of the Statistic Doctoral subject.
- The head of the Department of Statistics and Finance.
Contact
Tel:+86-25-85891380-8659
Email:zqx22@126.com