Dr. LI Genghui (李庚輝)
Research Output
- 2025
- Published
Adaptive Multi/Many-Objective Transformation for Constrained Optimization
Li, G., Wang, Z., Gao, W., Cui, L. & Zhang, Q., Jan 2025, In: IEEE Transactions on Systems, Man, and Cybernetics: Systems. 55, 1, p. 721-734Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- 2024
- Accepted/In press/Filed
Direction Estimation for Collaborative Search in MOEA/D
CHEN, J., LI, G., LIN, X. & ZHANG, Q., 22 Aug 2024, (Accepted/In press/Filed) 2024 International Annual Conference on Complex Systems and Intelligent Science (CSIS-IAC). IEEE XploreResearch output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- Published
MOEA/D with customized replacement neighborhood and dynamic resource allocation for solving 3L-SDHVRP
Li, H., Li, G., Jiang, Q., Wang, J. & Wang, Z., Mar 2024, In: Swarm and Evolutionary Computation. 85, 101463.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 6 - Published
Multiobjective Combinatorial Optimization Using a Single Deep Reinforcement Learning Model
Wang, Z., Yao, S., Li, G. & Zhang, Q., Mar 2024, In: IEEE Transactions on Cybernetics. 54, 3, p. 1984-1996Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 19 - Published
Objective Extraction for Simplifying Many-Objective Solution Sets
Li, G., Wang, Z., Sun, J. & Zhang, Q., Feb 2024, In: IEEE Transactions on Emerging Topics in Computational Intelligence. 8, 1, p. 337-349Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 5 - Published
Decomposition gradient descent method for bi-objective optimisation
Chen, J., Li, G. & Lin, X., 2024, In: International Journal of Bio-Inspired Computation. 23, 1, p. 28-38Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 1 - 2023
- Published
Multi-objective decomposition evolutionary algorithm with objective modification-based dominance and external archive
Wang, Z., Li, Q., Li, G. & Zhang, Q., Dec 2023, In: Applied Soft Computing. 149, Part A, 111006.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 7 - 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 - Publication in refereed journal › peer-review
Scopus citations: 27 - 2022
- Published
A Penalty-Based Differential Evolution for Multimodal Optimization
Wei, Z., Gao, W., Li, G. & Zhang, Q., Jul 2022, In: IEEE Transactions on Cybernetics. 52, 7, p. 6024-6033 10 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 26 - Published
A Three-Level Radial Basis Function Method for Expensive Optimization
Li, G., Zhang, Q., Lin, Q. & Gao, W., Jul 2022, In: IEEE Transactions on Cybernetics. 52, 7, p. 5720-5731Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 42 - 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 - Publication in refereed journal › peer-review
Scopus citations: 41 - 2021
- Published
Solving Nonlinear Equation Systems by a Two-Phase Evolutionary Algorithm
Gao, W., Li, G., Zhang, Q., Luo, Y. & Wang, Z., Sept 2021, In: IEEE Transactions on Systems, Man, and Cybernetics: Systems. 51, 9, p. 5652-5663Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 30 - 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 - Publication in refereed journal › peer-review
Scopus citations: 61 - Published
MOEA/D for Multiple Multi-objective Optimization
Chen, J., Zhang, Q. & Li, G., 2021, Evolutionary Multi-Criterion Optimization: 11th International Conference, EMO 2021, Shenzhen, China, March 28–31, 2021, Proceedings. Ishibuchi, H., Zhang, Q., Cheng, R., Li, K., Li, H., Wang, H. & Zhou, A. (eds.). Cham: Springer, p. 152-163 (Lecture Notes in Computer Science; vol. 12654).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 3 - Published
Multitask Feature Selection for Objective Reduction
Li, G. & Zhang, Q., 2021, Evolutionary Multi-Criterion Optimization: 11th International Conference, EMO 2021, Shenzhen, China, March 28–31, 2021, Proceedings. Ishibuchi, H., Zhang, Q., Cheng, R., Li, K., Li, H., Wang, H. & Zhou, A. (eds.). Cham: Springer, p. 77-88 (Lecture Notes in Computer Science; vol. 12654).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 5 - 2020
- Published
Differential evolutionary algorithm with an evolutionary state estimation method and a two-level selection mechanism
Li, Y. & Li, G., Aug 2020, In: Soft Computing. 24, 15, p. 11561–11581 21 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 11 - Published
Multifactorial optimization via explicit multipopulation evolutionary framework
Li, G., Lin, Q. & Gao, W., Feb 2020, In: Information Sciences. 512, p. 1555-1570Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 81 - 2019
- Published
Differential evolution algorithm with dichotomy-based parameter space compression
Cui, L., Li, G., Zhu, Z., Ming, Z., Wen, Z. & Lu, N., Jun 2019, In: Soft Computing. 23, 11, p. 3643–3660Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 14 - Published
Radial Basis Function Assisted Optimization Method with Batch Infill Sampling Criterion for Expensive Optimization
Li, G., Zhang, Q., Sun, J. & Han, Z., Jun 2019, 2019 IEEE Congress on Evolutionary Computation (CEC). Institute of Electrical and Electronics Engineers, Inc., p. 1664-1671 8790310. (Congress on Evolutionary Computation).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 21 - Published
Optimal Design of Passive Control of Space Tethered-Net Capture System
CHEN, Q., LI, G., ZHANG, Q., TANG, Q. & ZHANG, G., 2019, In: IEEE Access. 7, p. 131383-131394Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 19
