Prof. GAO Siyang (高思陽)

Research Output

  1. 2023
  2. Published

    Convergence rate analysis for optimal computing budget allocation algorithms

    Li, Y. & Gao, S., Jul 2023, In: Automatica. 153, 111042.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Check@CityULib
  3. Published

    Asymptotic optimality of myopic ranking and selection procedures

    Li, Y., Gao, S. & Shi, T. Z., May 2023, In: Automatica. 151, 110896.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Check@CityULib
  4. Published

    Convergence Analysis of Stochastic Kriging-Assisted Simulation with Random Covariates

    Li, C., Gao, S. & Du, J., Mar 2023, In: INFORMS Journal on Computing. 35, 2, p. 386-402

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Check@CityULib
  5. Published

    Optimizing resource allocation in service systems via simulation: A Bayesian formulation

    Chen, W., Gao, S., Chen, W. & Du, J., Jan 2023, In: Production and Operations Management. 32, 1, p. 65-81

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 1
    Check@CityULib
  6. 2022
  7. Published

    On the Finite-Time Performance of the Knowledge Gradient Algorithm

    Li, Y. & Gao, S., Jul 2022, Proceedings of the 39th International Conference on Machine Learning. Chaudhuri, K., Jegelka, S., Song, L., Szepesvari, C., Niu, G. & Sabato, S. (eds.). ML Research Press, p. 12741-12764 (Proceedings of Machine Learning Research; vol. 162).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with host publication)peer-review

    Scopus citations: 2
    Check@CityULib
  8. Published

    Modeling and data analytics in manufacturing and supply chain operations

    Chen, W., Gao, S., Pinedo, M. & Tang, L., Jun 2022, In: Flexible Services and Manufacturing Journal. 34, p. 235–237

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)Editorial Prefacepeer-review

    Scopus citations: 2
    Check@CityULib
  9. Published

    A Simulation Optimization Approach for Precision Medicine

    Du, J., Gao, S. & Chen, C., 2022, AI and Analytics for Public Health: Proceedings of the 2020 INFORMS International Conference on Service Science. Yang, H., Qiu, R. & Chen, W. (eds.). Cham: Springer , p. 281-289 (Springer Proceedings in Business and Economics).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with host publication)peer-review

    Check@CityULib
  10. 2021
  11. Published

    Contextual Ranking and Selection with Gaussian Processes

    Cakmak, S., Zhou, E. & Gao, S., Dec 2021, 2021 Winter Simulation Conference (WSC). IEEE, 12 p. (Proceedings - Winter Simulation Conference).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with host publication)peer-review

    Scopus citations: 1
    Check@CityULib
  12. Published

    On the Convergence of Optimal Computing Budget Allocation Algorithms

    Li, Y. & Gao, S., Dec 2021, 2021 Winter Simulation Conference (WSC). IEEE, 12 p. (Proceedings - Winter Simulation Conference).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with host publication)peer-review

    Check@CityULib
  13. Published

    Wafer Defect Inspection Optimization With Partial Coverage—A Numerical Approach

    Qin, M., Shi, Z., Chen, W., Gao, S. & Shi, L., Oct 2021, In: IEEE Transactions on Automation Science and Engineering. 18, 4, p. 1916-1927 12 p.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 2
    Check@CityULib
  14. 2019
  15. Published

    A worst-case formulation for constrained ranking and selection with input uncertainty

    Shi, Z., Gao, S., Xiao, H. & Chen, W., Dec 2019, In: Naval Research Logistics. 66, 8, p. 648-662

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 6
    Check@CityULib
  16. Published

    RATE ANALYSIS FOR OFFLINE SIMULATION ONLINE APPLICATION

    Gao, S., Li, C. & Du, J., Dec 2019, 2019 Winter Simulation Conference (WSC). IEEE, p. 3468-3479 9004834. (Proceedings - Winter Simulation Conference; vol. 2019-December).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with host publication)peer-review

    Scopus citations: 4
    Check@CityULib
  17. Published

    Efficient simulation budget allocation for subset selection using regression metamodels

    Gao, F., Shi, Z., Gao, S. & Xiao, H., Aug 2019, In: Automatica. 106, p. 192-200

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 8
    Check@CityULib
  18. Published

    Selecting an Optimal Subset with Regression Metamodels

    Gao, F., Li, Y., Gao, S. & Xiao, H., Aug 2019, IEEE CCTA 2019: 3rd IEEE Conference on Control Technology and Applications. Institute of Electrical and Electronics Engineers, p. 851-855 8920514. (CCTA - IEEE Conference on Control Technology and Applications).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with host publication)peer-review

    Scopus citations: 1
    Check@CityULib
  19. Published

    Selecting the Optimal System Design under Covariates

    Gao, S., Du, J. & Chen, C., Aug 2019, 2019 IEEE 15th International Conference on Automation Science and Engineering (CASE). IEEE, p. 547-552 8842957. (IEEE International Conference on Automation Science and Engineering; vol. 2019-August).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with host publication)peer-review

    Scopus citations: 18
    Check@CityULib
  20. Published

    Advancing Constrained Ranking and Selection With Regression in Partitioned Domains

    Gao, F., Gao, S., Xiao, H. & Shi, Z., Jan 2019, In: IEEE Transactions on Automation Science and Engineering. 16, 1, p. 382-391

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 9
    Check@CityULib
  21. Published

    Automatic Design of Dispatching Rules for Real-time optimization of Complex Production Systems

    Shi, Z., Gao, S., Du, J., Ma, H. & Shi, L., Jan 2019, Proceedings of the 2019 IEEE/SICE International Symposium on System Integration. IEEE, p. 55-60 8700391. (Proceedings of the ... IEEE/SICE International Symposium on System Integration).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with host publication)peer-review

    Scopus citations: 6
    Check@CityULib
  22. 2018
  23. Published

    Optimizing HIV Interventions for Multiplex Social Networks via Partition-Based Random Search

    Zhang, Q., Zhong, L., Gao, S. & Li, X., Dec 2018, In: IEEE Transactions on Cybernetics. 48, 12, p. 3411-3419

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 16
    Check@CityULib
  24. Published

    Simulation Budget Allocation for Selecting the Top-m Designs with Input Uncertainty

    Xiao, H. & Gao, S., Sept 2018, In: IEEE Transactions on Automatic Control. 63, 9, p. 3127-3134

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 35
    Check@CityULib
  25. Published

    A peak-over-threshold search method for global optimization

    Gao, S., Shi, L. & Zhang, Z., Mar 2018, In: Automatica. 89, p. 83-91

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 4
    Check@CityULib
Previous 1 2 3 Next