Prof. ZHANG Qingfu

BSc Shanxi, MSc PhD Xidian

FIEEE

Visiting address
YEUNG-G7353
Phone: +852 34428632

Author IDs

Willing to take PhD students: yes

Research Output

  1. 2018
  2. Published

    Adaptively Allocating Search Effort in Challenging Many-Objective Optimization Problems

    Liu, H., Chen, L., Zhang, Q. & Deb, K. Jun 2018 In : IEEE Transactions on Evolutionary Computation. 22, 3, p. 433-448

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 1
  3. Published

    A Preference-Based Multiobjective Evolutionary Approach for Sparse Optimization

    Li, H., Zhang, Q., Deng, J. & Xu, Z. May 2018 In : IEEE Transactions on Neural Networks and Learning Systems. 29, 5, p. 1716-1731

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

  4. E-pub ahead of print

    A new learning-based adaptive multi-objective evolutionary algorithm

    Sun, J., Zhang, H., Zhou, A., Zhang, Q. & Zhang, K. 25 Apr 2018 In : Swarm and Evolutionary Computation.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

  5. Published

    A new cooperative framework for parallel trajectory-based metaheuristics

    Shi, J. & Zhang, Q. Apr 2018 In : Applied Soft Computing Journal. 65, p. 374-386

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

  6. Published

    On Tchebycheff Decomposition Approaches for Multiobjective Evolutionary Optimization

    Ma, X., Zhang, Q., Tian, G., Yang, J. & Zhu, Z. Apr 2018 In : IEEE Transactions on Evolutionary Computation. 22, 2, p. 226-244

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

  7. 2017
  8. E-pub ahead of print

    Optimizing online recurring promotions for dual-channel retailers: Segmented markets with multiple objectives

    Jiang, Y., Liu, Y., Shang, J., Yildirim, P. & Zhang, Q. 5 Dec 2017 In : European Journal of Operational Research. 267, 2, p. 612-627

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

  9. Published

    On the Use of Dynamic Reference Points in HypE

    Deng, J., Zhang, Q. & Li, H. Nov 2017 In : Lecture Notes in Computer Science. 10593, p. 122-133

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

  10. Published

    Problem Specific MOEA/D for Barrier Coverage with Wireless Sensors

    Zhang, X., Zhou, Y., Zhang, Q., Lee, V. C. S. & Li, M. Nov 2017 In : IEEE Transactions on Cybernetics. 47, 11, p. 3854-3865

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 4
  11. Published

    Using Parallel Strategies to Speed up Pareto Local Search

    Shi, J., Zhang, Q., Derbel, B., Liefooghe, A. & Verel, S. Nov 2017 In : Lecture Notes in Computer Science. 10593, p. 62-74

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

  12. E-pub ahead of print

    A Simple yet Efficient Evolution Strategy for Large Scale Black-Box Optimization

    Li, Z. & Zhang, Q. 23 Oct 2017 In : IEEE Transactions on Evolutionary Computation. 10 p.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

  13. Published

    A New Steady-State MOEA/D for Sparse Optimization

    Li, H., Sun, J., Fan, Y., Wang, M. & Zhang, Q. Sep 2017 Advances in Computational Intelligence Systems. Springer, Cham, p. 119-131 (Advances in Intelligent Systems and Computing; vol. 650)

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)

  14. Published

    A Reference-Inspired Evolutionary Algorithm with Subregion Decomposition for Many-Objective Optimization

    Fu, X., Sun, J. & Zhang, Q. Sep 2017 Advances in Computational Intelligence Systems. Springer, Cham, p. 145-156 (Advances in Intelligent Systems and Computing; vol. 650)

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)

  15. Published

    A Two-Phase Evolutionary Approach for Compressive Sensing Reconstruction

    Zhou, Y., Kwong, S., Guo, H., Zhang, X. & Zhang, Q. Sep 2017 In : IEEE Transactions on Cybernetics. 47, 9, p. 2651-2663 13 p., 7900408

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

  16. Published

    Decomposition-Based-Sorting and Angle-Based-Selection for Evolutionary Multiobjective and Many-Objective Optimization

    Cai, X., Yang, Z., Fan, Z. & Zhang, Q. Sep 2017 In : IEEE Transactions on Cybernetics. 47, 9, p. 2824-2837 14 p., 7516650

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 6
  17. Published

    Efficient Nondomination Level Update Method for Steady-State Evolutionary Multiobjective Optimization

    Li, K., Deb, K., Zhang, Q. & Zhang, Q. Sep 2017 In : IEEE Transactions on Cybernetics. 47, 9, p. 2838-2849 12 p., 7738460

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 4
  18. E-pub ahead of print

    A Constrained Decomposition Approach with Grids for Evolutionary Multiobjective Optimization

    Cai, X., Mei, Z., Fan, Z. & Zhang, Q. 25 Aug 2017 In : IEEE Transactions on Evolutionary Computation. 15 p.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 1
  19. Published

    Matching-Based Selection With Incomplete Lists for Decomposition Multiobjective Optimization

    Wu, M., Li, K., Kwong, S., Zhou, Y. & Zhang, Q. Aug 2017 In : IEEE Transactions on Evolutionary Computation. 21, 4, p. 554-568 7837621

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

    Scopus citations: 5
  20. E-pub ahead of print

    EB-GLS: an improved guided local search based on the big valley structure

    Shi, J., Zhang, Q. & Tsang, E. 26 Jul 2017 In : Memetic Computing.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journal

  21. Published

    Adaptive weights generation for decomposition-based multi-objective optimization using Gaussian process regression

    Wu, M., Kwong, S., Jia, Y., Li, K. & Zhang, Q. Jul 2017 GECCO 2017 - Proceedings of the 2017 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, Inc, p. 641-648

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)

  22. Published

    An efficient batch expensive multi-objective evolutionary algorithm based on Decomposition

    Lin, X., Zhang, Q. & Kwong, S. Jul 2017 2017 IEEE Congress on Evolutionary Computation (CEC) . IEEE, p. 1343-1349 7969460. (Congress on Evolutionary Computation)

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)

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