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 (2021): CiteScore 25.7 SJR 6.078 SNIP 5.617

Journal

Journal Metrics
1 - 20 out of 105Page size: 20

Research Output

  1. 2023
  2. Published

    Learning to Accelerate Evolutionary Search for Large-Scale Multiobjective Optimization

    Liu, S., Li, J., Lin, Q., Tian, Y. & Tan, K. C., Feb 2023, In: IEEE Transactions on Evolutionary Computation. 27, 1, p. 67-81

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

    Scopus citations: 2
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  3. 2022
  4. Online published

    Learning-aided Evolution for Optimization

    Zhan, Z., Li, J., Kwong, S. & Zhang, J., 29 Dec 2022, (Online published) In: IEEE Transactions on Evolutionary Computation. 14 p.

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

    Scopus citations: 1
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  5. Published

    Cooperative Coevolution with Knowledge-based Dynamic Variable Decomposition for Bilevel Multiobjective Optimization

    Cai, X., Sun, Q., Li, Z., Xiao, Y., Mei, Y., Zhang, Q. & Li, X., Dec 2022, In: IEEE Transactions on Evolutionary Computation. 26, 6, p. 1553-1565

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

    Scopus citations: 2
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  6. Published

    Evolutionary Sequential Transfer Optimization for Objective-Heterogeneous Problems

    Xue, X., Yang, C., Hu, Y., Zhang, K., Cheung, Y., Song, L. & Tan, K. C., Dec 2022, In: IEEE Transactions on Evolutionary Computation. 26, 6, p. 1424-1438

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

    Scopus citations: 2
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  7. Online published

    Decomposition-based Lin-Kernighan Heuristic with Neighborhood Structure Transfer for Multi/Many-objective Traveling Salesman Problem

    Cai, X., Wang, K., Mei, Y., Li, Z., Zhao, J. & Zhang, Q., 18 Oct 2022, (Online published) In: IEEE Transactions on Evolutionary Computation.

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

    Scopus citations: 1
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  8. Online published

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

    Yang, Q., Zhan, Z., Kwong, S. & Zhang, J., 5 Oct 2022, (Online published) In: IEEE Transactions on Evolutionary Computation.

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

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  9. Online published

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

    Shi, S., Chen, Y., Ding, J., Liu, Q. & Zhang, Q., 11 Aug 2022, (Online published) In: IEEE Transactions on Evolutionary Computation. 16 p.

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

    Check@CityULib
  10. Online 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., 23 Jun 2022, (Online published) In: IEEE Transactions on Evolutionary Computation.

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

    Scopus citations: 4
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  11. Online published

    Offline and Online Objective Reduction via Gaussian Mixture Model Clustering

    Li, G., Wang, Z., Zhang, Q. & Sun, J., 20 Apr 2022, (Online published) In: IEEE Transactions on Evolutionary Computation.

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

    Scopus citations: 1
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  12. Online published

    Evolutionary Multitasking for Large-Scale Multiobjective Optimization

    Liu, S., Lin, Q., Feng, L., Wong, K. & Tan, K. C., 12 Apr 2022, (Online published) In: IEEE Transactions on Evolutionary Computation.

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

    Scopus citations: 2
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  13. Published

    A Multi-Variation Multifactorial Evolutionary Algorithm for Large-Scale Multi-Objective Optimization

    Feng, Y., Feng, L., Kwong, S. & Tan, K. C., Apr 2022, In: IEEE Transactions on Evolutionary Computation. 26, 2, p. 248-262 15 p.

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

    Scopus citations: 5
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  14. Published

    Evolutionary Competitive Multitasking Optimization

    Li, G., Zhang, Q. & Wang, Z., Apr 2022, In: IEEE Transactions on Evolutionary Computation. 26, 2, p. 278-289 13 p.

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

    Scopus citations: 6
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  15. Online published

    Multiobjective Multitask Optimization -Neighborhood as a Bridge for Knowledge Transfer

    Wang, X., Dong, Z., Tang, L. & Zhang, Q., 25 Feb 2022, (Online published) In: IEEE Transactions on Evolutionary Computation.

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

    Scopus citations: 4
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  16. 2021
  17. Published

    A Survey on Evolutionary Construction of Deep Neural Networks

    Zhou, X., Qin, A. K., Gong, M. & Tan, K. C., Oct 2021, In: IEEE Transactions on Evolutionary Computation. 25, 5, p. 894-912

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

    Scopus citations: 15
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  18. Published

    Evolutionary Deep Fusion Method and Its Application in Chemical Structure Recognition

    Liang, X., Guo, Q., Qian, Y., Ding, W. & Zhang, Q., Oct 2021, In: IEEE Transactions on Evolutionary Computation. 25, 5, p. 883-893

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

    Scopus citations: 12
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  19. Published

    Multiple Penalties and Multiple Local Surrogates for Expensive Constrained Optimization

    Li, G. & Zhang, Q., Aug 2021, In: IEEE Transactions on Evolutionary Computation. 25, 4, p. 769-778

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

    Scopus citations: 13
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  20. Online published

    Evolutionary Large-Scale Multiobjective Optimization: Benchmarks and Algorithms

    Liu, S., LIN, Q., Wong, K., LI, Q. & Tan, K. C., 26 Jul 2021, (Online published) In: IEEE Transactions on Evolutionary Computation. 14 p.

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

    Scopus citations: 9
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  21. Published

    A Multi-Population Evolutionary Algorithm for Solving Large-Scale Multi-Modal Multi-Objective Optimization Problems

    Tian, Y., Liu, R., Zhang, X., Ma, H., Tan, K. C. & Jin, Y., Jun 2021, In: IEEE Transactions on Evolutionary Computation. 25, 3, p. 405-418

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

    Scopus citations: 30
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  22. Published

    Paired Offspring Generation for Constrained Large-scale Multiobjective Optimization

    He, C., Cheng, R., Tian, Y., Zhang, X., Tan, K. C. & Jin, Y., Jun 2021, In: IEEE Transactions on Evolutionary Computation. 25, 3, p. 448-462 15 p.

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

    Scopus citations: 10
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  23. Published

    Investigating the Properties of Indicators and an Evolutionary Many-Objective Algorithm Using Promising Regions

    Yuan, J., Liu, H., Gu, F., Zhang, Q. & He, Z., Feb 2021, In: IEEE Transactions on Evolutionary Computation. 25, 1, p. 75-86 9105092.

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

    Scopus citations: 39
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