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 (2022): CiteScore 25.5 SJR 5.767 SNIP 5.091
Journal
Research Output
- 2023
- 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, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 11 - 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. 1340-1354Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 6 - 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. 1100-1114Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
- 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. 863-877Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 9 - 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. 964-979Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 17 - Published
Region Purity-Based Local Feature Selection: A Multiobjective Perspective
Zhou, Y., Qiu, Y. & Kwong, S., Aug 2023, In: IEEE Transactions on Evolutionary Computation. 27, 4, p. 787-801Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 4 - Online 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., 28 Jun 2023, (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 - Published
Evolutionary Large-Scale Multiobjective Optimization: Benchmarks and Algorithms
Liu, S., Lin, Q., Wong, K., Li, Q. & Tan, K. C., Jun 2023, In: IEEE Transactions on Evolutionary Computation. 27, 3, p. 401-415 15 p.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 13 - Online published
ESSR: Evolving Sparse Sharing Representation for Multi-task Learning
Zhang, Y., Qian, Y., Ma, G., Liang, X., Liu, G., Zhang, Q. & Tang, K., 3 May 2023, (Online published) In: IEEE Transactions on Evolutionary Computation. 17 p.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
- Online published
A Fast Exact Algorithm for Computing the Hypervolume Contributions in 4-D Space
Deng, J., Zhang, Q., Sun, J. & Li, H., 1 May 2023, (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
- Online published
Hypervolume-Guided Decomposition for Parallel Expensive Multiobjective Optimization
Zhao, L. & Zhang, Q., 6 Apr 2023, (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: 3 - Published
Offline and Online Objective Reduction via Gaussian Mixture Model Clustering
Li, G., Wang, Z., Zhang, Q. & Sun, J., Apr 2023, In: IEEE Transactions on Evolutionary Computation. 27, 2, p. 341-354Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 7 - Online published
Evolutionary Multitasking for Costly Task Offloading in Mobile Edge Computing Networks
Yang, C., Chen, Q., Zhu, Z., Huang, Z., Lan, S. & Zhu, L., 10 Mar 2023, (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
Scopus citations: 1 - 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. 67-81Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 7 - Published
Multiobjective Multitask Optimization-Neighborhood as a Bridge for Knowledge Transfer
Wang, X., Dong, Z., Tang, L. & Zhang, Q., Feb 2023, In: IEEE Transactions on Evolutionary Computation. 27, 1, p. 155-169Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 18 - Online published
Bilevel Optimization via Collaborations among Lower-Level Optimization Tasks
Huang, P., Zhang, Q. & Wang, Y., 2 Jan 2023, (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
- 2022
- 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. 1553-1565Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 5 - 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. 1424-1438Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 6 - 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: 2 - 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: 13