Dr. SHI Jialong (石家隆)

Research Output

  1. 2023
  2. Published

    Variational Reinforcement Learning for Hyper-Parameter Tuning of Adaptive Evolutionary Algorithm

    Zhang, H., Sun, J., Wang, Y., Shi, J. & Xu, Z., Oct 2023, In: IEEE Transactions on Emerging Topics in Computational Intelligence. 7, 5, p. 1511-1526 16 p.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

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  3. 2022
  4. Published

    Homotopic Convex Transformation: A New Landscape Smoothing Method for the Traveling Salesman Problem

    Shi, J., Sun, J., Zhang, Q. & Ye, K., Jan 2022, In: IEEE Transactions on Cybernetics. 52, 1, p. 495-507

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 7
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  5. 2021
  6. Published

    Multi-objectivization inspired metaheuristics for the sum-of-the-parts combinatorial optimization problems

    Shi, J., Sun, J. & Zhang, Q., May 2021, In: Applied Soft Computing. 103, 107157.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 5
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  7. 2020
  8. Published

    PPLS/D: Parallel Pareto Local Search Based on Decomposition

    Shi, J., Zhang, Q. & Sun, J., Mar 2020, In: IEEE Transactions on Cybernetics. 50, 3, p. 1060-1071

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 31
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  9. 2019
  10. Published

    Multi-objective Techniques for Single-Objective Local Search: A Case Study on Traveling Salesman Problem

    Shi, J., Sun, J. & Zhang, Q., Mar 2019, Evolutionary Multi-Criterion Optimization: 10th International Conference, EMO 2019, Proceedings. Deb, K., Goodman, E., Coello Coello, C. A., Klamroth, K., Miettinen, K., Mostaghim, S. & Reed, P. (eds.). Springer Nature Switzerland AG, p. 114-125 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. LNCS 11411).

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

    Scopus citations: 1
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  11. 2018
  12. Published
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  13. Published

    EB-GLS: an improved guided local search based on the big valley structure

    Shi, J., Zhang, Q. & Tsang, E., Sept 2018, In: Memetic Computing. 10, 3, p. 333-350

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 10
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  14. Published

    Parallel Pareto Local Search Revisited: First experimental results on Bi-objective UBQP

    Shi, J., Zhang, Q., Derbel, B., Liefooghe, A. & Sun, J., Jul 2018, GECCO '18 - Proceedings of the Genetic and Evolutionary Computation Conference. Aguirre, H. (ed.). Association for Computing Machinery, Inc, p. 753-760

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

    Scopus citations: 2
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  15. Published

    A new cooperative framework for parallel trajectory-based metaheuristics

    Shi, J. & Zhang, Q., Apr 2018, In: Applied Soft Computing Journal. 65, p. 374-386

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 7
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  16. 2017
  17. Published

    Using Parallel Strategies to Speed up Pareto Local Search

    Shi, J., Zhang, Q., Derbel, B., Liefooghe, A. & Verel, S., Nov 2017, In: Lecture Notes in Computer Science. 10593, p. 62-74

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 8
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  18. Published

    A Parallel Tabu Search for the Unconstrained Binary Quadratic Programming problem

    Shi, J., Zhang, Q., Derbel, B. & Liefooghe, A., Jun 2017, 2017 IEEE Congress on Evolutionary Computation, CEC 2017 - Proceedings. Institute of Electrical and Electronics Engineers, Inc., p. 557-564 7969360

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

    Scopus citations: 4
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