IEEE Transactions on Evolutionary Computation

IEEE Transactions on Evolutionary Computation

ISSNs: 1089-778X

Additional searchable ISSN (Electronic): 1941-0026

Institute of Electrical and Electronics Engineers, United States

Scopus rating (2019): CiteScore 21 SJR 3.993 SNIP 5.365

Journal

Journal Metrics

Research Output

  1. 2020
  2. Published

    Automatic Niching Differential Evolution With Contour Prediction Approach for Multimodal Optimization Problems

    Wang, Z., Zhan, Z., Lin, Y., Yu, W., Wang, H., Kwong, S. & Zhang, J., Feb 2020, In : IEEE Transactions on Evolutionary Computation. 24, 1, p. 114-128

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

    Scopus citations: 7
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  3. Published

    Utilizing the Correlation Between Constraints and Objective Function for Constrained Evolutionary Optimization

    Wang, Y., Li, J., Xue, X. & Wang, B., Feb 2020, In : IEEE Transactions on Evolutionary Computation. 24, 1, p. 29-43

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

    Scopus citations: 3
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  4. Online published

    Combining Simple and Adaptive Monte Carlo Methods for Approximating Hypervolume

    Deng, J. & Zhang, Q., 28 Jan 2020, In : IEEE Transactions on Evolutionary Computation. 12 p.

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

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  5. 2019
  6. Published

    Dynamic Cooperative Coevolution for Large Scale Optimization

    Zhang, X., Gong, Y. J., Lin, Y., Zhang, J., Kwong, S. & Zhang, J., Dec 2019, In : IEEE Transactions on Evolutionary Computation. 23, 6, p. 935-948

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

    Scopus citations: 1
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  7. Published

    Variable-length Pareto Optimization via Decomposition-based Evolutionary Multiobjective Algorithm

    Li, H., Deb, K. & Zhang, Q., Dec 2019, In : IEEE Transactions on Evolutionary Computation. 23, 6, p. 987-999

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

    Scopus citations: 1
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  8. Published

    Approximating Hypervolume and Hypervolume Contributions Using Polar Coordinate

    Deng, J. & Zhang, Q., Oct 2019, In : IEEE Transactions on Evolutionary Computation. 23, 5, p. 913-918

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

    Scopus citations: 3
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  9. Published

    A Generator for Multiobjective Test Problems with Difficult-to-Approximate Pareto Front Boundaries

    Wang, Z., Ong, Y., Sun, J., Gupta, A. & Zhang, Q., Aug 2019, In : IEEE Transactions on Evolutionary Computation. 23, 4, p. 556-571

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

    Scopus citations: 5
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  10. Published

    An Effective Ensemble Framework for Multiobjective Optimization

    Wang, W., Yang, S., Lin, Q., Zhang, Q., Wong, K., Coello, C. A. C. & Chen, J., Aug 2019, In : IEEE Transactions on Evolutionary Computation. 23, 4, p. 645-659

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

    Scopus citations: 6
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  11. Published

    Coevolutionary Particle Swarm Optimization with Bottleneck Objective Learning Strategy for Many-Objective Optimization

    Liu, X., Zhan, Z., Gao, Y., Zhang, J., Kwong, S. & Zhang, J., Aug 2019, In : IEEE Transactions on Evolutionary Computation. 23, 4, p. 587-602

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

    Scopus citations: 23
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  12. Published

    Learning From a Stream of Nonstationary and Dependent Data in Multiobjective Evolutionary Optimization

    Sun, J., Zhang, H., Zhou, A., Zhang, Q., Zhang , K., Tu, Z. & Ye, K., Aug 2019, In : IEEE Transactions on Evolutionary Computation. 23, 4

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

    Scopus citations: 4
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  13. Published

    A Clustering-based Evolutionary Algorithm for Many-objective Optimization Problems

    Lin, Q., Liu, S., Wong, K., Gong, M., Coello, C. A. C., Chen, J. & Zhang, J., Jun 2019, In : IEEE Transactions on Evolutionary Computation. 23, 3, p. 391-405

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

    Scopus citations: 7
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  14. Published

    A Survey on Cooperative Co-evolutionary Algorithms

    Ma, X., Li, X., Zhang, Q., Tang, K., Liang, Z., Xie, W. & Zhu, Z., Jun 2019, In : IEEE Transactions on Evolutionary Computation. 23, 3, p. 421-441

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

    Scopus citations: 15
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  15. Published

    Evolutionary Many-objective Optimization based on Dynamical Decomposition

    He, X., Zhou, Y., Chen, Z. & Zhang, Q., Jun 2019, In : IEEE Transactions on Evolutionary Computation. 23, 3, p. 361-375

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

    Scopus citations: 14
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  16. Published

    Learning to Decompose: A Paradigm for Decomposition-Based Multiobjective Optimization

    Wu, M., Li, K., Kwong, S., Zhang, Q. & Zhang, J., Jun 2019, In : IEEE Transactions on Evolutionary Computation. 23, 3, p. 376-390

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

    Scopus citations: 13
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  17. Published

    Distributed Cooperative Co-evolution with Adaptive Computing Resource Allocation for Large Scale Optimization

    Jia, Y., Chen, W., Gu, T., Zhang, H., Yuan, H., Kwong, S. & Zhang, J., Apr 2019, In : IEEE Transactions on Evolutionary Computation. 23, 2, p. 188-202

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

    Scopus citations: 11
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  18. Published

    An Adaptive Estimation of Distribution Algorithm for Multipolicy Insurance Investment Planning

    Shi, W., Chen, W., Lin, Y., Gu, T., Kwong, S. & Zhang, J., Feb 2019, In : IEEE Transactions on Evolutionary Computation. 23, 1, p. 1-14

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

    Scopus citations: 10
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  19. 2018
  20. Published

    Dual-Strategy Differential Evolution with Affinity Propagation Clustering for Multimodal Optimization Problems

    Wang, Z., Zhan, Z., Lin, Y., Yu, W., Yuan, H., Gu, T., Kwong, S. & 1 others, Zhang, J., Dec 2018, In : IEEE Transactions on Evolutionary Computation. 22, 6, p. 894-908

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

    Scopus citations: 29
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  21. Published

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

    Li, Z. & Zhang, Q., Oct 2018, In : IEEE Transactions on Evolutionary Computation. 22, 5, p. 637-646

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

    Scopus citations: 9
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  22. Published

    A Constrained Decomposition Approach With Grids for Evolutionary Multiobjective Optimization

    Cai, X., Mei, Z., Fan, Z. & Zhang, Q., Aug 2018, In : IEEE Transactions on Evolutionary Computation. 22, 4, p. 564-577

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

    Scopus citations: 18
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  23. 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: 44
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