By Miss Jing Liu

Book Chapters

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, http://dx.doi.org/10.1007/978-3-030-60898-9_5

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, http://dx.doi.org/10.1007/978-3-319-42294-7_82

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, http://dx.doi.org/10.1007/978-3-319-42294-7_81

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, http://dx.doi.org/10.1007/978-3-319-41009-8_45

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, pp. 433 - 440, http://dx.doi.org/10.1007/978-3-319-41009-8_47

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, http://dx.doi.org/10.1007/978-3-319-42297-8_9

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, http://dx.doi.org/10.1007/978-3-319-22186-1_69

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, http://dx.doi.org/10.1007/978-3-319-22186-1_72

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, http://dx.doi.org/10.1007/978-3-319-09330-7_50

Journal articles

Wang Y; Liu J; Qian Y; Yi W, 2025, 'Path Planning for Multi-UAV in a Complex Environment Based on Reinforcement-Learning-Driven Continuous Ant Colony Optimization', Drones, 9, http://dx.doi.org/10.3390/drones9090638

Niu B; Wang Y; Liu J; Yue GXG, 2025, 'Path planning for unmanned aerial vehicles in complex environment based on an improved continuous ant colony optimisation', Computers and Electrical Engineering, 123, http://dx.doi.org/10.1016/j.compeleceng.2024.110034

Liu J; Sarker R; Essam D; Elsayed S, 2025, 'A Decomposition-Based Hybrid Algorithm for Large-Scale Project Portfolio Selection and Scheduling With Reaction to Changing Environments', IEEE Transactions on Engineering Management, 72, pp. 2409 - 2423, http://dx.doi.org/10.1109/TEM.2025.3568826

Liu J; Singh H; Elsayed S; Hunjet R; Abbass HA, 2025, 'Planning-Assisted Context-Sensitive Autonomous Shepherding of Dispersed Robotic Swarms in Obstacle-Cluttered Environments', IEEE Transactions on Emerging Topics in Computational Intelligence, pp. 1 - 14, http://dx.doi.org/10.1109/tetci.2025.3620001

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, http://dx.doi.org/10.1016/j.ins.2024.121029

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, http://dx.doi.org/10.1016/j.swevo.2023.101466

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, http://dx.doi.org/10.1016/j.eswa.2022.116605

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, http://dx.doi.org/10.1007/s10462-021-10095-z

Liu J; Anavatti S; Garratt M; Abbass HA, 2022, 'Multi-operator continuous ant colony optimisation for real world problems', Swarm and Evolutionary Computation, 69, http://dx.doi.org/10.1016/j.swevo.2021.100984

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, http://dx.doi.org/10.1002/int.22396

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, http://dx.doi.org/10.1016/j.swevo.2019.05.003

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, http://dx.doi.org/10.1504/IJBIC.2019.097724

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, http://dx.doi.org/10.1109/TCBB.2017.2742946

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, http://dx.doi.org/10.1007/s11047-016-9542-9

Conference Papers

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, http://dx.doi.org/10.1109/CEC60901.2024.10612051

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, http://dx.doi.org/10.1109/SMC53992.2023.10394448

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, http://dx.doi.org/10.1109/CEC53210.2023.10254040

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, http://dx.doi.org/10.1007/978-981-19-1309-9_8

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, http://dx.doi.org/10.1109/SSCI50451.2021.9659847

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

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, http://dx.doi.org/10.1109/SSCI44817.2019.9002992

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, http://dx.doi.org/10.1109/ICSSSM.2016.7538521

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, http://dx.doi.org/10.1109/icsssm.2015.7170306

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, http://dx.doi.org/10.1109/CIS.2014.106

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