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 (2023): CiteScore 21.9 SJR 5.209 SNIP 3.517

Journal

Journal Metrics
1 - 20 out of 126Page size: 20

Research Output

  1. 2024
  2. Online published

    Many-to-Few Decomposition: Linking R2-based and Decomposition-based Multiobjective Efficient Global Optimization Algorithms

    Zhao, L., Huang, X., Qian, C. & Zhang, Q., 29 Jul 2024, (Online published) In: IEEE Transactions on Evolutionary Computation.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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  3. Online published

    Community Opinion Maximization in Social Networks

    Liu, Y., Zhang, Q. & Wang, Z., 22 Jul 2024, (Online published) In: IEEE Transactions on Evolutionary Computation.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 1
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  4. Online published

    Global and Local Search Experience-Based Evolutionary Sequential Transfer Optimization

    Cao, C., Zhang, K., Xue, X., Tan, K. C., Wang, J., Zhang, L., Liu, P., & 1 othersYan, X., 20 Jun 2024, (Online published) In: IEEE Transactions on Evolutionary Computation. 15 p.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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  5. Published

    ESSR: Evolving Sparse Sharing Representation for Multi-task Learning

    Zhang, Y., Qian, Y., Ma, G., Liang, X., Liu, G., Zhang, Q. & Tang, K., Jun 2024, In: IEEE Transactions on Evolutionary Computation. 28, 3, p. 748-762 15 p.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 1
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  6. Published

    Toward Evolutionary Multitask Convolutional Neural Architecture Search

    Zhou, X., Wang, Z., Feng, L., Liu, S., Wong, K. & Tan, K. C., Jun 2024, In: IEEE Transactions on Evolutionary Computation. 28, 3, p. 682-695

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 4
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  7. Online published

    Efficient Greedy Decremental Hypervolume Subset Selection Using Space Partition Tree

    Deng, J., Sun, J., Zhang, Q. & Li, H., 14 May 2024, (Online published) In: IEEE Transactions on Evolutionary Computation.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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  8. Published

    Hypervolume-Guided Decomposition for Parallel Expensive Multiobjective Optimization

    Zhao, L. & Zhang, Q., Apr 2024, In: IEEE Transactions on Evolutionary Computation. 28, 2, p. 432-444

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 4
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  9. Neural Architecture Search as Multiobjective Optimization Benchmarks: Problem Formulation and Performance Assessment

    Lu, Z., Cheng, R., Jin, Y., Tan, K. C. & Deb, K., Apr 2024, In: IEEE Transactions on Evolutionary Computation. 28, 2, p. 323-337 15 p.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 29
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  10. Online published

    Machine Learning Assisted Multiobjective Evolutionary Algorithm for Routing and Packing

    Liu, F., Zhang, Q., Zhu, Q., Tong, X. & Yuan, M., 6 Feb 2024, (Online published) In: IEEE Transactions on Evolutionary Computation.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 2
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  11. Online published

    A Bi-Learning Evolutionary Algorithm for Transportation-Constrained and Distributed Energy-Efficient Flexible Scheduling

    Pan, Z., Wang, L., Wang, J. & Zhang, Q., 16 Jan 2024, (Online published) In: IEEE Transactions on Evolutionary Computation.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 2
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  12. Published

    Multi-Objective Ensemble Learning with Multi-Scale Data for Product Quality Prediction in Iron and Steel Industry

    Wang, X., Wang, Y., Tang, L. & Zhang, Q., 2024, In: IEEE Transactions on Evolutionary Computation.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 5
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  13. 2023
  14. Online published

    Solution Transfer in Evolutionary Optimization: An Empirical Study on Sequential Transfer

    Xue, X., Yang, C., Feng, L., Zhang, K., Song, L. & Tan, K. C., 5 Dec 2023, (Online published) In: IEEE Transactions on Evolutionary Computation.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 6
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  15. Published

    Bilevel Optimization via Collaborations among Lower-Level Optimization Tasks

    Huang, P., Zhang, Q. & Wang, Y., Dec 2023, In: IEEE Transactions on Evolutionary Computation. 27, 6, p. 1837-1850

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 4
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  16. Published

    Learning-aided Evolution for Optimization

    Zhan, Z., Li, J., Kwong, S. & Zhang, J., Dec 2023, In: IEEE Transactions on Evolutionary Computation. 27, 6, p. 1794-1808 15 p.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 32
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  17. Online published

    A Multi-Form Evolutionary Search Paradigm for Bi-level Multi-Objective Optimization

    Feng, Y., Feng, L., Kwong, S. & Tan, K. C., 15 Nov 2023, (Online published) In: IEEE Transactions on Evolutionary Computation.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 4
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  18. Published

    Multiple Populations for Multiple Objectives Framework with Bias Sorting for Many-objective Optimization

    Yang, Q., Zhan, Z., Kwong, S. & Zhang, J., Oct 2023, In: IEEE Transactions on Evolutionary Computation. 27, 5, p. 1340-1354

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 20
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  19. Published

    Dynamic In Vivo Computation for Learning-based Nanobiosensing in Time-varying Biological Landscapes

    Shi, S., Chen, Y., Ding, J., Liu, Q. & Zhang, Q., Aug 2023, In: IEEE Transactions on Evolutionary Computation. 27, 4, p. 1100-1114

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 3
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  20. Published

    Evolutionary Multitasking for Large-Scale Multiobjective Optimization

    Liu, S., Lin, Q., Feng, L., Wong, K. & Tan, K. C., Aug 2023, In: IEEE Transactions on Evolutionary Computation. 27, 4, p. 863-877

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 27
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  21. Published

    Gene Targeting Differential Evolution: A Simple and Efficient Method for Large-Scale Optimization

    Wang, Z., Jian, J., Zhan, Z., Li, Y., Kwong, S. & Zhang, J., Aug 2023, In: IEEE Transactions on Evolutionary Computation. 27, 4, p. 964-979

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 26
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  22. HV-Net: hypervolume approximation based on deepsets

    Shang, K., Chen, W., Liao, W. & Ishibuchi, H., Aug 2023, In: IEEE Transactions on Evolutionary Computation. 27, 4, p. 1154-1160

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 5
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