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Prof. ZHANG Qingfu

BSc Shanxi, MSc PhD Xidian
FIEEE

Professor

Contact Information

Office: Y6321 AC1
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, award by the Ministry of Education, China.
  • 2016 “Highly Cited Researcher in Computer Science” Thomson Reuters .


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



PhD Student/RA Positions

  • Please visit my personal web


Last update date : 24 Oct 2016