| Surrogate models in evolutionary single-objective optimization: A new taxonomy and experimental study H Tong, C Huang, LL Minku, X Yao Information Sciences 562, 414-437, 2021 | 85 | 2021 |
| Voronoi-based efficient surrogate-assisted evolutionary algorithm for very expensive problems H Tong, C Huang, J Liu, X Yao 2019 IEEE Congress on Evolutionary Computation (CEC), 1996-2003, 2019 | 23 | 2019 |
| A Novel Generalised Meta-Heuristic Framework for Dynamic Capacitated Arc Routing Problems H Tong, LL Minku, S Menzel, B Sendhoff, X Yao IEEE Transactions on Evolutionary Computation, 1-15, 2022 | 20 | 2022 |
| A hybrid local search framework for the dynamic capacitated arc routing problem H Tong, LL Minku, S Menzel, B Sendhoff, X Yao Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2021 | 11 | 2021 |
| fSDE: efficient evolutionary optimisation for many-objective aero-engine calibration J Liu, Q Zhang, J Pei, H Tong, X Feng, F Wu Complex & Intelligent Systems 8 (4), 2731-2747, 2022 | 9 | 2022 |
| Reinforcement learning with dual-observation for general video game playing C Hu, Z Wang, T Shu, H Tong, J Togelius, X Yao, J Liu IEEE Transactions on Games 15 (2), 202-216, 2022 | 7 | 2022 |
| Towards novel meta-heuristic algorithms for dynamic capacitated arc routing problems H Tong, LL Minku, S Menzel, B Sendhoff, X Yao Parallel Problem Solving from Nature–PPSN XVI: 16th International Conference …, 2020 | 7 | 2020 |
| Algorithm portfolio for individual-based surrogate-assisted evolutionary algorithms H Tong, J Liu, X Yao Proceedings of the Genetic and Evolutionary Computation Conference, 943-950, 2019 | 5 | 2019 |
| What makes the dynamic capacitated arc routing problem hard to solve: insights from fitness landscape analysis H Tong, LL Minku, S Menzel, B Sendhoff, X Yao Proceedings of the Genetic and Evolutionary Computation Conference, 305-313, 2022 | 3 | 2022 |
| Local optima correlation assisted adaptive operator selection J Pei, H Tong, J Liu, Y Mei, X Yao Proceedings of the Genetic and Evolutionary Computation Conference, 339-347, 2023 | 2 | 2023 |
| Benchmarking Dynamic Capacitated Arc Routing Algorithms Using Real-World Traffic Simulation H Tong, LL Minku, S Menzel, B Sendhoff, X Yao 2022 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2022 | 1 | 2022 |
| Learning-Based Problem Reduction for Large-Scale Uncapacitated Facility Location Problems S Zhang, Y Yang, H Tong, X Yao 2024 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2024 | | 2024 |
| Evaluating Meta-heuristic Algorithms for Dynamic Capacitated Arc Routing Problems Based on a Novel Lower Bound Method H Tong, LL Minku, S Menzel, B Sendhoff, X Yao | | 2024 |
| Generate Competitive Solutions for Uncapacitated Facility Location Problem by Learning from Small Instances S Zhang, H Tong, J Liu, X Yao Proceedings of the Companion Conference on Genetic and Evolutionary …, 2023 | | 2023 |
| A Novel Optimization Framework for Dynamic Capacitated Arc Routing Problems H Tong, L Minku, S Menzel, B Sendhoff, X Yao GECCO’23 Companion, 2023 | | 2023 |
| Simpler is Sometimes Better: A Dynamic Aero-Engine Calibration Study H Tong, Q Zhang, C Hu, X Feng, F Wu, J Liu International Conference on Sensing and Imaging, 343-352, 2022 | | 2022 |
| Learning Boosts Optimisation: Surrogate-Assisted Real Engine Calibration H Tong, J Pei, Q Zhang, J Liu, X Feng, F Wu 2021 IEEE Symposium Series on Computational Intelligence (SSCI), 1-7, 2021 | | 2021 |
| Algorithm Portfolio for Parameter Tuned Evolutionary Algorithms H Tong, S Zhang, C Huang, X Yao 2019 IEEE Symposium Series on Computational Intelligence (SSCI), 1849-1856, 2019 | | 2019 |
| Data-driven Meta-heuristic Algorithm for Dynamic Capacitated Arc Route Problem H Tong | | |
Leandro MinkuAssociate Professor, University of BirminghamVerified email at bham.ac.uk
