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Miss Jing Liu

Miss Jing Liu

Research Associate
UNSW Canberra
School of Systems & Computing

Dr. Jing Liu is a Research Associate with the School of Systems & Computing at UNSW Canberra. Her research interests include large-scale optimization, swarm intelligence, robotic shepherding, UAV mission planning, etc.
Phone
0412330680
E-mail
jing.liu5@unsw.edu.au
Location
Building 15 Room G03 School of Systems & Computing, The University of New South Wales, Australian Defence Force Academy, Canberra, ACT 2610, AUSTRALIA
  • Book Chapters | 2021
    Liu J; Garratt M; Anavatti S; Abbass H, 2021, 'Mission Planning for Shepherding a Swarm of Uninhabited Aerial Vehicles', in Shepherding UxVs for Human-Swarm Teaming An Artificial Intelligence Approach to Unmanned X Vehicles, Springer Nature, pp. 87 - 114,
    Book Chapters | 2016
    Niu B; Liu J; Chen J; Yi W, 2016, 'Neighborhood learning bacterial foraging optimization for solving multi-objective problems', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer International Publishing, pp. 433 - 440,
    Book Chapters | 2016
    Niu B; Liu J; Liu J; Yang C, 2016, 'Brain storm optimization for portfolio optimization', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 416 - 423,
    Book Chapters | 2016
    Niu B; Liu J; Zhang F; Yi W, 2016, 'A cooperative structure-redesigned-based bacterial foraging optimization with guided and stochastic movements', in , pp. 918 - 927,
    Book Chapters | 2016
    Tan LJ; Liu J; Yi WJ, 2016, 'Group Discussion Mechanism Based Particle Swarm Optimization', in Lecture Notes in Computer Science, Springer International Publishing, pp. 88 - 95,
    Book Chapters | 2016
    Zhang F; Li L; Liu J; Chu X, 2016, 'Artificial bee colony optimization for yard truck scheduling and storage allocation problem', in , pp. 908 - 917,
    Book Chapters | 2015
    Gan X; Liu L; Niu B; Tan LJ; Zhang FF; Liu J, 2015, 'SRBFOs for solving the heterogeneous fixed fleet vehicle routing problem', in , pp. 725 - 732,
    Book Chapters | 2015
    Niu B; Wang C; Liu J; Gan J; Yuan L, 2015, 'Improved bacterial foraging optimization algorithm with information communication mechanism for nurse scheduling', in , pp. 701 - 707,
    Book Chapters | 2014
    Niu B; Xie T; Bi Y; Liu J, 2014, 'Bacterial colony optimization for integrated yard truck scheduling and storage allocation problem', in , pp. 431 - 437,
  • Journal articles | 2024
    Liu J; Anavatti S; Garratt M; Abbass HA, 2024, 'A hierarchical mission planning system for multi-uncrewed ground vehicles using fast cost evaluation and ant colony optimisation', Information Sciences, 679,
    Journal articles | 2024
    Liu J; Sarker R; Elsayed S; Essam D; Siswanto N, 2024, 'Large-scale evolutionary optimization: A review and comparative study', Swarm and Evolutionary Computation, 85,
    Journal articles | 2023
    Liu J; Zhu H; Chen Y; Bao H, 2023, 'Path Following of an Underwater Snake-like Robot Exposed to Ocean Currents and Locomotion Efficiency Optimization Based on Multi-Strategy Improved Sparrow Search Algorithm', Journal of Marine Science and Engineering, 11,
    Journal articles | 2023
    Tian D; Li B; Liu J; Liu C; Yuan L; Shi Z, 2023, 'Adaptive Multi-Updating Strategy Based Particle Swarm Optimization', Intelligent Automation and Soft Computing, 37, pp. 2783 - 2807,
    Journal articles | 2022
    Liu J; Anavatti S; Garratt M; Abbass HA, 2022, 'Modified continuous Ant Colony Optimisation for multiple Unmanned Ground Vehicle path planning', Expert Systems with Applications, 196,
    Journal articles | 2022
    Liu J; Anavatti S; Garratt M; Abbass HA, 2022, 'Multi-operator continuous ant colony optimisation for real world problems', Swarm and Evolutionary Computation, 69,
    Journal articles | 2022
    Liu J; Anavatti S; Garratt M; Tan KC; Abbass HA, 2022, 'A survey, taxonomy and progress evaluation of three decades of swarm optimisation', Artificial Intelligence Review, 55, pp. 3607 - 3725,
    Journal articles | 2021
    Ben N; Qiqi D; Hong W; Jing L, 2021, 'Simplified bacterial foraging optimization with quorum sensing for global optimization', International Journal of Intelligent Systems, 36, pp. 2639 - 2679,
    Journal articles | 2019
    Niu B; Liu J; Tan L, 2019, 'Multi-swarm cooperative multi-objective bacterial foraging optimisation', International Journal of Bio-Inspired Computation, 13, pp. 21 - 31,
    Journal articles | 2019
    Niu B; Tan L; Liu J; Liu J; Yi W; Wang H, 2019, 'Cooperative bacterial foraging optimization method for multi-objective multi-echelon supply chain optimization problem', Swarm and Evolutionary Computation, 49, pp. 87 - 101,
    Journal articles | 2018
    Niu B; Liu J; Wu T; Chu X; Wang Z; Liu Y, 2018, 'Coevolutionary Structure-Redesigned-Based Bacterial Foraging Optimization', IEEE/ACM Transactions on Computational Biology and Bioinformatics, 15, pp. 1865 - 1876,
    Journal articles | 2017
    Niu B; Duan Q; Liu J; Tan L; Liu Y, 2017, 'A population-based clustering technique using particle swarm optimization and k-means', Natural Computing, 16, pp. 45 - 59,
  • Conference Papers | 2024
    Liu J; Elsayed S; Essam D; Sarker R; Garanovich IL; Weir T, 2024, 'Large-Scale Project Portfolio Selection and Scheduling Problem: A Comparison of Exact Solvers and Metaheuristics', in 2024 IEEE Congress on Evolutionary Computation, CEC 2024 - Proceedings,
    Conference Papers | 2023
    Liu J; Singh H; Elsayed S; Hunjet R; Abbass HA, 2023, 'Distance Constrained Robotic Swarm Shepherding Based on Two-Phase Ant Colony Optimisation', in Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, pp. 5224 - 5230,
    Conference Papers | 2023
    Liu J; Singh H; Elsayed S; Hunjet R; Abbass HA, 2023, 'Effective Robotic Swarm Shepherding in the Presence of Obstacles', in 2023 IEEE Congress on Evolutionary Computation, CEC 2023,
    Conference Papers | 2022
    Liu S; Xue S; Zhou Y; Wang W; Zhang D; Liu J; Zhou C; Yu K; Wang C, 2022, 'ANN-PSO Algorithm Based Signal Transmission Performance Coupling Analysis and Optimization for TSV', in Lecture Notes in Electrical Engineering, pp. 84 - 94,
    Conference Papers | 2021
    Liu J; Hussein A; Anavatti S; Garratt M; Abbass HA, 2021, 'UGV Path Planning based on an Improved Continuous Ant Colony Optimisation Algorithm', in 2021 IEEE Symposium Series on Computational Intelligence, SSCI 2021 - Proceedings,
    Conference Papers | 2020
    Nguyen T; Liu J; Nguyen H; Kasmarik K; Anavatti S; Garratt M; Abbass H, 2020, 'Perceptron-Learning for Scalable and Transparent Dynamic Formation in Swarm-on-Swarm Shepherding', Glasgow, presented at IJCNN 2020, Glasgow
    Conference Papers | 2019
    Liu J; Anavatti S; Hussein Abbass MG, 2019, 'Comprehensive Learning Particle Swarm Optimisation with Limited Local Search for UAV Path Planning', in 2019 IEEE Symposium Series on Computational Intelligence, SSCI 2019, pp. 2287 - 2294,
    Conference Papers | 2016
    Li X; Liu J; Zhang F, 2016, 'Different effects of provider recommendations and consumer reviews on consumers' shopping efficiency for different product types', in 2016 13th International Conference on Service Systems and Service Management, ICSSSM 2016,
    Conference Papers | 2015
    Niu B; Liu J; Bi Y; Xie T; Tan L, 2015, 'Improved bacterial foraging optimization algorithm with information communication mechanism', in Proceedings - 2014 10th International Conference on Computational Intelligence and Security, CIS 2014, pp. 47 - 51,
    Conference Papers | 2015
    Yi Wang ; Ying Bi ; Ting Xie ; Jing Liu , 2015, 'Evaluation of the comprehensive strength of the listed companies in China's cultural media industry', in 2015 12th International Conference on Service Systems and Service Management (ICSSSM), IEEE, pp. 1 - 5, presented at 2015 12th International Conference on Service Systems and Service Management (ICSSSM), 22 June 2015 - 24 June 2015,