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 23.6

Journal

Journal Metrics

Research Output

  1. 2021
  2. 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 journalpeer-review

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  3. Online published

    Transfer Learning Based Parallel Evolutionary Algorithm Framework for Bi-Level Optimization

    Chen, L., Liu, H., Tan, K. C. & Li, K., 7 Jul 2021, (Online published) In: IEEE Transactions on Evolutionary Computation.

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

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  4. 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 journalpeer-review

    Scopus citations: 5
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  5. 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 journalpeer-review

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  6. Online published

    A Survey on Evolutionary Construction of Deep Neural Networks

    Zhou, X., Qin, A. K., Gong, M. & Tan, K. C., 13 May 2021, (Online published) In: IEEE Transactions on Evolutionary Computation.

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

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  7. Online published

    Multiple Penalties and Multiple Local Surrogates for Expensive Constrained Optimization

    Li, G. & Zhang, Q., 17 Mar 2021, (Online published) In: IEEE Transactions on Evolutionary Computation.

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

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  8. Online published

    Evolutionary Deep Fusion Method and Its Application in Chemical Structure Recognition

    Liang, X., Guo, Q., Qian, Y., Ding, W. & Zhang, Q., 9 Mar 2021, (Online published) In: IEEE Transactions on Evolutionary Computation.

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

    Scopus citations: 2
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  9. 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 journalpeer-review

    Scopus citations: 10
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  10. 2020
  11. Published

    A Constrained Multiobjective Evolutionary Algorithm with Detect-and-Escape Strategy

    Zhu, Q., Zhang, Q. & Lin, Q., Oct 2020, In: IEEE Transactions on Evolutionary Computation. 24, 5, p. 938-947

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

    Scopus citations: 11
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  12. Published

    Combining Simple and Adaptive Monte Carlo Methods for Approximating Hypervolume

    Deng, J. & Zhang, Q., Oct 2020, In: IEEE Transactions on Evolutionary Computation. 24, 5, p. 896-907 12 p.

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

    Scopus citations: 4
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  13. Published

    A Niching Memetic Algorithm for Multi-Solution Traveling Salesman Problem

    Huang, T., Gong, Y., Kwong, S., Wang, H. & Zhang, J., Jun 2020, In: IEEE Transactions on Evolutionary Computation. 24, 3, p. 508-522 8807246.

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

    Scopus citations: 8
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  14. 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 journalpeer-review

    Scopus citations: 50
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  15. 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 journalpeer-review

    Scopus citations: 12
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  16. 2019
  17. Published

    Dynamic Cooperative Coevolution for Large Scale Optimization

    Zhang, X., Gong, Y., 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 journalpeer-review

    Scopus citations: 12
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  18. 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 journalpeer-review

    Scopus citations: 4
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  19. 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 journalpeer-review

    Scopus citations: 15
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  20. 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 journalpeer-review

    Scopus citations: 15
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  21. 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 journalpeer-review

    Scopus citations: 13
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  22. 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 journalpeer-review

    Scopus citations: 72
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  23. 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 journalpeer-review

    Scopus citations: 13
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