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
Research Output
- 2023
- 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: 2 - 2022
- 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 - 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: 2 - 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: 2 - 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 - 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
- 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
- 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 - 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 - 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 - 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 - 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 - 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 - 2021
- 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. 894-912Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 15 - 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. 883-893Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 12 - 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. 769-778Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 13 - 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 - 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. 405-418Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 30 - 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 - 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