On the runtime analysis of selection hyper-heuristics with adaptive learning periods B Doerr, A Lissovoi, PS Oliveto, JA Warwicker Proceedings of the Genetic and Evolutionary Computation Conference, 1015-1022, 2018 | 49 | 2018 |
On the time complexity of algorithm selection hyper-heuristics for multimodal optimisation A Lissovoi, PS Oliveto, JA Warwicker AAAI Conference on Artificial Intelligence, 2322-2329, 2019 | 47 | 2019 |
Simple hyper-heuristics control the neighbourhood size of randomised local search optimally for LeadingOnes A Lissovoi, PS Oliveto, JA Warwicker Evolutionary Computation 28 (3), 437-461, 2020 | 37* | 2020 |
On the runtime analysis of generalised selection hyper-heuristics for pseudo-Boolean optimisation A Lissovoi, PS Oliveto, JA Warwicker Proceedings of the Genetic and Evolutionary Computation Conference, 849-856, 2017 | 35 | 2017 |
How the duration of the learning period affects the performance of random gradient selection hyper-heuristics A Lissovoi, P Oliveto, JA Warwicker Proceedings of the AAAI Conference on Artificial Intelligence 34 (03), 2376-2383, 2020 | 15 | 2020 |
A comparison of two mixed-integer linear programs for piecewise linear function fitting JA Warwicker, S Rebennack INFORMS Journal on Computing 34 (2), 1042-1047, 2022 | 13 | 2022 |
Generating optimal robust continuous piecewise linear regression with outliers through combinatorial Benders decomposition JA Warwicker, S Rebennack IISE Transactions 55 (8), 755-767, 2023 | 12 | 2023 |
When move acceptance selection hyper-heuristics outperform Metropolis and elitist evolutionary algorithms and when not A Lissovoi, PS Oliveto, JA Warwicker Artificial Intelligence 314, 103804, 2023 | 11 | 2023 |
A unified framework for bivariate clustering and regression problems via mixed-integer linear programming JA Warwicker, S Rebennack Discrete Applied Mathematics 336, 15-36, 2023 | 6 | 2023 |
Efficient continuous piecewise linear regression for linearising univariate non-linear functions JA Warwicker, S Rebennack IISE Transactions, 1-15, 2024 | 3 | 2024 |
On the runtime analysis of selection hyper-heuristics for pseudo-Boolean optimisation JA Warwicker University of Sheffield, 2019 | 3 | 2019 |
Efficient Decomposition-Based Methods for Optimal VNF Placement and Chaining IA Ikhelef, JA Warwicker, S Rebennack, MY Saidi, K Chen 2023 24st Asia-Pacific Network Operations and Management Symposium (APNOMS …, 2023 | 2 | 2023 |
Support vector machines within a bivariate mixed-integer linear programming framework JA Warwicker, S Rebennack Expert Systems with Applications 245, 122998, 2024 | 1 | 2024 |
A Runtime Analysis of Bias-invariant Neuroevolution and Dynamic Fitness Evaluation P Fischer, JA Warwicker, C Witt Proceedings of the Genetic and Evolutionary Computation Conference, 1560-1568, 2024 | | 2024 |
Univariate Continuous Piecewise Linear Regression JA Warwicker, S Rebennack Encyclopedia of Optimization, 1-8, 2022 | | 2022 |
Hyper-heuristics for Combinatorial Optimisation JA Warwicker Encyclopedia of Optimization, 1-5, 2022 | | 2022 |