Prof. ZHANG Qingfu

BSc Shanxi, MSc PhD Xidian

FIEEE

Chair Professor of Computational Intelligence

Contact Information

Office:	G7353 YEUNG
Phone:	34428632
Fax:	34420503
Email:	qingfu.zhang@cityu.edu.hk
Web:	Personal Homepage

Research Interests

Evolutionary Computation, Multiobjective Optimization, Computational Intelligence, Modern Heuristics, Machine Learning.

Award and Achievement

2009 “The Winner of the Unconstrained Multiobjective Evolutionary Algorithm Competition” the Congress of Evolutionary Computation. MOEA/D-DRA.
2010 “The IEEE Transactions on Evolutionary Computation Outstanding Paper Award” IEEE . Q. Zhang and H. Li, MOEA/D: A Multi-objective Evolutionary Algorithm Based on Decomposition, IEEE Trans. on Evolutionary Computation, vol.11, no. 6, pp712-731 2007.
2011 “The Best Student Paper Award” The Congress of Evolutionary Computation. C. Echegoyen, Q. Zhang, A. Mendiburu, R. Santana and J. A. Lozano, On the Limits of Effectiveness in Estimation of Distribution Algorithms.
2011 “Changjiang Chair Professor” Xidian University, awarded by the Ministry of Education, China.
2016 “Highly Cited Researcher in Computer Science” Clarivate Analytics.
2017 “Fellow” IEEE. for contributions to multiobjective evolutionary computation methodologies.
2017 “Highly Cited Researcher in Computer Science” Clarivate Analytics.
2018 “Highly Cited Researcher in Computer Science” Clarivate Analytics.

Publication Show All Publications Show Prominent Publications

Journal

(2014). More publications can be found in my personal web.
Zhang, Qingfu. , Liu, Wudong. , Tsang, Edward. & Virginas, Botond. (2010). Expensive Multiobjective Optimization by MOEA/D With Gaussian Process Model. IEEE Transactions on Evolutionary Computation. Vol 14 No. 3. 456 - 474.
Li, Hui. & Zhang, Qingfu. (2009). Multiobjective Optimization Problems With Complicated Pareto Sets, MOEA/D and NSGA-II. IEEE Transactions on Evolutionary Computation. Vol. 13, No. 2. 284 - 302.
Zhang, Qingfu. , Zhou, Aimin. & Jin, Yaochu. (2008). RM-MEDA: A Regularity Model-Based Multiobjective Estimation of Distribution Algorithm. IEEE Transactions on Evolutionary Computation. Vo. 12, No. 1. 41 - 83.
Zhang, Qingfu. & Li, Hui. (2007). MOEA/D: A Multiobjective Evolutionary Algorithm Based on Decomposition. IEEE Transactions on Evolutionary Computation. Vol. 11, No. 6. 712 - 731.
Zhang, Qingfu. , Sun, Jianyong. & Tsang, Edward. (2005). An evolutionary algorithm with guided mutation for the maximum clique problem. IEEE Transactions on Evolutionary Computation. Vol. 8, No. 2. 192 - 200.
Zhang, Qingfu. (2004). On stability of fixed points of limit models of univariate marginal distribution algorithm and factorized distribution algorithm. IEEE Transactions on Evolutionary Computation. Vol. 8, No. 1. 80 - 93.
Zhang, Qingfu. & Muehlenbein, Heinz. (2004). On the convergence of a class of estimation of distribution algorithms. IEEE Transactions on Evolutionary Computation. Vol.2, No. 2. 127 - 136.
Zhang, Qingfu. & Leung, Yiu-Wing. (1999). Orthogonal Genetic Algorithm for Multimedia Multicast Routing. IEEE Transactions on Evolutionary Computation. Vol. 3, No. 1. 53 - 63.

External Services

Professional Activity

2009 - Now, Associate Editor, IEEE Transactions on Evolutionary Computation.
2006 - Now, Associate Editor, IEEE Transactions on Cybernetics .

News

CEC Special Issue for MOEA/D in 2017, two survey papers of MOEA/D can be found here and here, and an out-of-date web of MOEA/D can be found here.
Call for Tutorial: please visit CEC 2017.

PhD Student/RA Positions

Please visit my personal web

Last update date : 16 Oct 2018