GONG Cheng (龔成)

On the use of the Total Constraint Violation as an Additional Objective in Evolutionary Multi-Objective Optimization

Nan, Y., Ishibuchi, H., Shu, T. & Gong, C., Oct 2024, 2024 IEEE International Conference on Systems, Man, and Cybernetics (SMC): PROCEEDINGS. Institute of Electrical and Electronics Engineers, Inc., p. 5048-5055 (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

LTR-HSS: A Learning-to-Rank Based Framework for Hypervolume Subset Selection

Gong, C., Guo, P., Shu, T., Zhang, Q. & Ishibuchi, H., 7 Sept 2024, Parallel Problem Solving from Nature: PPSN XVII. Affenzeller, M., Winkler, S. M., Kononova, A. V., Trautmann, H., Tušar, T., Machado, P. & Bäck, T. (eds.). 1 ed. Springer, Cham, p. 36-51 16 p. (Lecture Notes in Computer Science; vol. 15151).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 12 - Chapter in an edited book (Author) › peer-review

Learning Pareto Set for Multi-Objective Continuous Robot Control

Shu, T., Shang, K., Gong, C., Nan, Y. & Ishibuchi, H., Aug 2024, Proceedings of the 33rd International Joint Conference on Artificial Intelligence. Larson, K. (ed.). International Joint Conferences on Artificial Intelligence, p. 4920-4928 (IJCAI International Joint Conference on Artificial Intelligence).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Performance of NSGA-III on Multi-objective Combinatorial Optimization Problems Heavily Depends on Its Implementations

Gong, C., Nan, Y., Pang, L. M., Zhang, Q. & Ishibuchi, H., Jul 2024, GECCO '24: Proceedings of the Genetic and Evolutionary Computation Conference. Association for Computing Machinery, Inc, p. 511-519 (GECCO - Proceedings of the Genetic and Evolutionary Computation Conference).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Heuristic Initialization and Knowledge-based Mutation for Large-Scale Multi-Objective 0-1 Knapsack Problems

Gong, C., Nan, Y., Pang, L. M., Zhang, Q. & Ishibuchi, H., 2024, GECCO’24: Proceedings of the 2024 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, Inc, p. 178-186 (GECCO - Proceedings of the Genetic and Evolutionary Computation Conference).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Interactive Final Solution Selection in Multi-Objective Optimization

Gong, C., Nan, Y., Shu, T., Pang, L. M., Ishibuchi, H. & Zhang, Q., 2024, 2024 IEEE Congress on Evolutionary Computation (CEC). Institute of Electrical and Electronics Engineers, Inc., 9 p. (IEEE Congress on Evolutionary Computation, CEC - Proceedings).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Three Objectives Degrade the Convergence Ability of Dominance-Based Multi-objective Evolutionary Algorithms

Gong, C., Pang, L. M., Zhang, Q. & Ishibuchi, H., 2024, Parallel Problem Solving from Nature – PPSN XVIII: 18th International Conference, PPSN 2024, Proceedings, Part IV. Affenzeller, M., Winkler, S. M., Kononova, A. V., Trautmann, H., Tušar, T., Machado, P. & Bäck, T. (eds.). 1 ed. Springer, Cham, p. 52-67 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15151 LNCS).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Scopus citations: 2

Examination of the Multimodal Nature of Multi-Objective Neural Architecture Search

Gong, C., Nan, Y., Pang, L. M., Ishibuchi, H. & Zhang, Q., Dec 2023, 2023 IEEE Symposium Series on Computational Intelligence (SSCI). Institute of Electrical and Electronics Engineers, Inc., p. 1821-1828 (IEEE Symposium Series on Computational Intelligence, SSCI ).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Initial Populations with a Few Heuristic Solutions Significantly Improve Evolutionary Multi-Objective Combinatorial Optimization

Gong, C., Nan, Y., Pang, L. M., Ishibuchi, H. & Zhang, Q., Dec 2023, 2023 IEEE Symposium Series on Computational Intelligence (SSCI). Institute of Electrical and Electronics Engineers, Inc., p. 1398-1405 (IEEE Symposium Series on Computational Intelligence, SSCI ).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Scopus citations: 2

Effects of Initialization Methods on the Performance of Multi-Objective Evolutionary Algorithms

Gong, C., Pang, L. M., Nan, Y., Ishibuchi, H. & Zhang, Q., Oct 2023, 2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC). Institute of Electrical and Electronics Engineers, Inc., p. 1168-1175 (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Effects of Including Optimal Solutions into Initial Population on Evolutionary Multiobjective Optimization

Gong, C., Nan, Y., Pang, L. M., Ishibuchi, H. & Zhang, Q., Jul 2023, GECCO 2023 - Proceedings of the 2023 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, Inc, p. 661-669 (GECCO - Proceedings of the Genetic and Evolutionary Computation Conference).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Scopus citations: 5