Prof. YUEN Shiu Yin Kelvin (袁紹賢)

A Hybrid CMAES Method with Convex Hull Surrogate Model

Liu, W., Yuen, S. Y. & Sung, C. W., 2024, 2024 IEEE Congress on Evolutionary Computation (CEC 2024) - Proceedings. Institute of Electrical and Electronics Engineers, Inc., 8 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

Composing Algorithm Portfolio with Problem Set of Unknown Distribution

Liu, W., Yuen, S. Y. & Sung, C. W., Dec 2020, 2020 IEEE Symposium Series on Computational Intelligence (SSCI). Institute of Electrical and Electronics Engineers, Inc., p. 814-821 9308580. (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: 1

Black Box Algorithm Selection by Convolutional Neural Network

He, Y. & Yuen, S. Y., Jul 2020, Machine Learning, Optimization, and Data Science: 6th International Conference, LOD 2020, Siena, Italy, July 19–23, 2020, Revised Selected Papers. Nicosia, G., Ojha, V., La Malfa, E., Sciacca, V., Pardalos, P., Giuffrida, G. & Umeton, R. (eds.). Cham: Springer, Vol. Part II. p. 264-280 (Lecture Notes in Computer Science; vol. 12566).

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

Scopus citations: 4

Hybrid Artificial Bee Colony with Covariance Matrix Adaptation Evolution Strategy for Economic Load Dispatch

Zhang, X., Lou, Y., Yuen, S. Y., Wu, Z., He, Y. & Zhang, X., Jun 2019, 2019 IEEE Congress on Evolutionary Computation, CEC 2019 - Proceedings. Institute of Electrical and Electronics Engineers, Inc., p. 204-209 6 p. 8790221. ( 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

Scopus citations: 8

On-line Search History-assisted Restart Strategy for Covariance Matrix Adaptation Evolution Strategy

Lou, Y., Yuen, S. Y., Chen, G. & Zhang, X., Jun 2019, 2019 IEEE Congress on Evolutionary Computation, CEC 2019 - Proceedings. Institute of Electrical and Electronics Engineers, Inc., p. 3142-3149 8 p. 8790368. (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

Scopus citations: 1

Evolving Benchmark Functions for Optimization Algorithms

Lou, Y., Yuen, S. Y. & Chen, G., 6 Feb 2019, From Parallel to Emergent Computing. Adamatzky, A., Akl, S. G. & Sirakoulis, G. C. (eds.). 1 ed. Boca Raton: CRC Press, p. 239-260 22 p.

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

Exploratory landscape analysis using algorithm based sampling

He, Y., Yuen, S. Y. & Lou, Y., 17 Jul 2018, GECCO '18 Proceedings of the Genetic and Evolutionary Computation Conference Companion. Aguirre, H. (ed.). Association for Computing Machinery (ACM), p. 211-212

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

Scopus citations: 4

Evolving benchmark functions using Kruskal-Wallis test

Lou, Y., Yuen, S. Y. & Chen, G., 16 Jul 2018, GECCO '18 Proceedings of the Genetic and Evolutionary Computation Conference Companion. Aguirre, H. (ed.). Association for Computing Machinery (ACM), p. 1337-1341

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

Scopus citations: 13

A Bayesian Restarting Approach to Algorithm Selection

He, Y., Yuen, S. Y. & Lou, Y., Nov 2017, Simulated Evolution and Learning. Shi, Y., Tan, K. C., Zhang, M., Tang, K., Li, X., Zhang, Q., Tan, Y., Middendorf, M. & Jin, Y. (eds.). Springer, Cham, p. 397-408 (Lecture Notes in Computer Science; vol. 10593).

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

A Sequential Learnable Evolutionary Algorithm with a Novel Knowledge Base Generation Method

Lou, Y. & Yuen, S. Y., Nov 2017, Simulated Evolution and Learning. Shi, Y., Tan, K. C., Zhang, M., Tang, K., Li, X., Zhang, Q., Tan, Y., Middendorf, M. & Jin, Y. (eds.). Springer, Cham, Vol. 10593. p. 51-61 (Lecture Notes in Computer Science; vol. 10593).

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

Scopus citations: 1