| A case study of algorithm selection for the traveling thief problem M Wagner, M Lindauer, M Mısır, S Nallaperuma, F Hutter Journal of Heuristics 24, 295-320, 2018 | 89 | 2018 |
| Machine learning for optical fiber communication systems: An introduction and overview JW Nevin, S Nallaperuma, NA Shevchenko, X Li, MS Faruk, SJ Savory APL Photonics 6 (12), 2021 | 64 | 2021 |
| Maximizing the information throughput of ultra-wideband fiber-optic communication systems NA Shevchenko, S Nallaperuma, SJ Savory Optics express 30 (11), 19320-19331, 2022 | 38 | 2022 |
| Feature-based diversity optimization for problem instance classification W Gao, S Nallaperuma, F Neumann International Conference on Parallel Problem Solving from Nature, 869-879, 2016 | 35 | 2016 |
| Fast building block assembly by majority vote crossover T Friedrich, T Kötzing, MS Krejca, S Nallaperuma, F Neumann, ... Proceedings of the Genetic and Evolutionary Computation Conference 2016, 661-668, 2016 | 34 | 2016 |
| Techniques for applying reinforcement learning to routing and wavelength assignment problems in optical fiber communication networks JW Nevin, S Nallaperuma, NA Shevchenko, Z Shabka, G Zervas, ... Journal of Optical Communications and Networking 14 (9), 733-748, 2022 | 33 | 2022 |
| A feature-based comparison of local search and the christofides algorithm for the travelling salesperson problem S Nallaperuma, M Wagner, F Neumann, B Bischl, O Mersmann, ... Proceedings of the twelfth workshop on Foundations of genetic algorithms XII …, 2013 | 33 | 2013 |
| TransEnergy–a tool for energy storage optimization, peak power and energy consumption reduction in DC electric railway systems DI Fletcher, RF Harrison, S Nallaperuma Journal of Energy Storage 30, 101425, 2020 | 30 | 2020 |
| Parameterized runtime analyses of evolutionary algorithms for the planar Euclidean traveling salesperson problem AM Sutton, F Neumann, S Nallaperuma Evolutionary Computation 22 (4), 595-628, 2014 | 29 | 2014 |
| Feature-based diversity optimization for problem instance classification W Gao, S Nallaperuma, F Neumann Evolutionary Computation 29 (1), 107-128, 2021 | 28 | 2021 |
| Analyzing the effects of instance features and algorithm parameters for max–min ant system and the traveling salesperson problem S Nallaperuma, M Wagner, F Neumann Frontiers in Robotics and AI 2, 18, 2015 | 27 | 2015 |
| Deep learning and ensemble deep learning for circRNA-RBP interaction prediction in the last decade: A review D Lasantha, S Vidanagamachchi, S Nallaperuma Engineering Applications of Artificial Intelligence 123, 106352, 2023 | 24 | 2023 |
| Expected fitness gains of randomized search heuristics for the traveling salesperson problem S Nallaperuma, F Neumann, D Sudholt Evolutionary computation 25 (4), 673-705, 2017 | 22 | 2017 |
| Application of metaheuristics for signal optimisation in transportation networks: A comprehensive survey S Jalili, S Nallaperuma, E Keedwell, A Dawn, L Oakes-Ash Swarm and Evolutionary Computation 63, 100865, 2021 | 18 | 2021 |
| Parameter prediction based on features of evolved instances for ant colony optimization and the traveling salesperson problem S Nallaperuma, M Wagner, F Neumann International Conference on Parallel Problem Solving from Nature, 100-109, 2014 | 17 | 2014 |
| Ahura: A heuristic-based racer for the open racing car simulator MR Bonyadi, Z Michalewicz, S Nallaperuma, F Neumann IEEE Transactions on Computational Intelligence and AI in Games 9 (3), 290-304, 2016 | 15 | 2016 |
| Optimal control and energy storage for DC electric train systems using evolutionary algorithms S Nallaperuma, D Fletcher, R Harrison Railway Engineering Science 29, 327-335, 2021 | 13 | 2021 |
| Parameter optimisation for ultra-wideband optical networks in the presence of stimulated Raman scattering effect S Nallaperuma, NA Shevchenko, SJ Savory 2021 International Conference on Optical Network Design and Modeling (ONDM), 1-6, 2021 | 12 | 2021 |
| Interpreting multi-objective reinforcement learning for routing and wavelength assignment in optical networks S Nallaperuma, Z Gan, J Nevin, M Shevchenko, SJ Savory Journal of Optical Communications and Networking 15 (8), 497-506, 2023 | 11 | 2023 |
| A fixed budget analysis of randomized search heuristics for the traveling salesperson problem S Nallaperuma, F Neumann, D Sudholt Proceedings of the 2014 Annual Conference on Genetic and Evolutionary …, 2014 | 11 | 2014 |