Constrained, mixed-integer and multi-objective optimisation of building designs by NSGA-II with fitness approximation AEI Brownlee, JA Wright Applied Soft Computing 33, 114-126, 2015 | 145 | 2015 |
A comparison of approaches to stepwise regression on variables sensitivities in building simulation and analysis M Wang, J Wright, A Brownlee, R Buswell Energy and Buildings 127, 313-326, 2016 | 88 | 2016 |
Production and joint emission reduction decisions based on two-way cost-sharing contract under cap-and-trade regulation Z Wang, AEI Brownlee, Q Wu Computers & Industrial Engineering 146, 106549, 2020 | 79 | 2020 |
Multi-objective optimization of cellular fenestration by an evolutionary algorithm JA Wright, A Brownlee, MM Mourshed, M Wang Journal of Building Performance Simulation 7 (1), 33-51, 2014 | 73 | 2014 |
Metaheuristics “in the large” J Swan, S Adriaensen, AEI Brownlee, K Hammond, CG Johnson, A Kheiri, ... European Journal of Operational Research 297 (2), 393-406, 2022 | 66 | 2022 |
Fixing bugs in your sleep: How genetic improvement became an overnight success SO Haraldsson, JR Woodward, AEI Brownlee, K Siggeirsdottir Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2017 | 65 | 2017 |
A fuzzy approach to addressing uncertainty in airport ground movement optimisation AEI Brownlee, M Weiszer, J Chen, S Ravizza, JR Woodward, EK Burke Transportation Research Part C: Emerging Technologies 92, 150-175, 2018 | 61 | 2018 |
Heuristic search for the coupled runway sequencing and taxiway routing problem U Benlic, AEI Brownlee, EK Burke Transportation Research Part C: Emerging Technologies 71, 333-355, 2016 | 54 | 2016 |
Solution analysis in multi-objective optimization A Brownlee, JA Wright First Building Simulation and Optimization Conference, 10-11, 2012 | 48 | 2012 |
Gin: genetic improvement research made easy AEI Brownlee, J Petke, B Alexander, ET Barr, M Wagner, DR White Proceedings of the Genetic and Evolutionary Computation Conference, 985-993, 2019 | 47 | 2019 |
Approaches to selection and their effect on fitness modelling in an estimation of distribution algorithm AEI Brownlee, JAW McCall, Q Zhang, DF Brown 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on …, 2008 | 44 | 2008 |
Aircraft taxi time prediction: Feature importance and their implications X Wang, AEI Brownlee, JR Woodward, M Weiszer, M Mahfouf, J Chen Transportation Research Part C: Emerging Technologies 124, 102892, 2021 | 43 | 2021 |
A multi-objective window optimisation problem AEI Brownlee, JA Wright, MM Mourshed Proceedings of the 13th annual conference companion on Genetic and …, 2011 | 43 | 2011 |
The intersection of evolutionary computation and explainable AI J Bacardit, AEI Brownlee, S Cagnoni, G Iacca, J McCall, D Walker Proceedings of the Genetic and Evolutionary Computation conference companion …, 2022 | 36 | 2022 |
A Comparison Of Approaches To Stepwise Regression For Global Sensitivity Analysis Used With Evolutionary Optimization M Wang, J Wright, R Buswell, A Brownlee Building Simulation, 2551-2558, 2013 | 36 | 2013 |
An application of a multivariate estimation of distribution algorithm to cancer chemotherapy AEI Brownlee, M Pelikan, JAW McCall, A Petrovski Proceedings of the 10th annual conference on Genetic and evolutionary …, 2008 | 36 | 2008 |
Exploring the accuracy–energy trade-off in machine learning AEI Brownlee, J Adair, SO Haraldsson, J Jabbo 2021 IEEE/ACM International Workshop on Genetic Improvement (GI), 11-18, 2021 | 34 | 2021 |
Statistical optimisation and tuning of GA factors A Petrovski, A Brownlee, J McCall 2005 IEEE Congress on Evolutionary Computation 1, 758-764, 2005 | 34 | 2005 |
Object-oriented genetic improvement for improved energy consumption in Google Guava N Burles, E Bowles, AEI Brownlee, ZA Kocsis, J Swan, N Veerapen Search-Based Software Engineering: 7th International Symposium, SSBSE 2015 …, 2015 | 33 | 2015 |
A fully multivariate DEUM algorithm S Shakya, A Brownlee, J McCall, F Fournier, G Owusu 2009 IEEE Congress on Evolutionary Computation, 479-486, 2009 | 29 | 2009 |