Alexander E.I. Brownlee

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John McCallDirector, National Subsea Centre, Robert Gordon UniversityVerified email at rgu.ac.uk
John.R.Woodward@gmail.com Head...Loughborough Uni. previously Head of OR LAB@QMUL, Stirling, Nottingham & BirminghamVerified email at lboro.ac.uk
Jonathan WrightSchool of Architecture, Building and Civil Engineering, Loughborough UniversityVerified email at lboro.ac.uk
Jerry SwanResearch Director, Hylomorph SolutionsVerified email at hylomorph-solutions.com
Saemundur HaraldssonLecturer, University of StirlingVerified email at cs.stir.ac.uk
Justyna PetkeProfessor of Software Engineering, University College LondonVerified email at ucl.ac.uk
Edmund Kieran BurkeBangor UniversityVerified email at bangor.ac.uk
Jun ChenQueen Mary University of LondonVerified email at qmul.ac.uk
samar wazirJamia HamdardVerified email at jamiahamdard.ac.in
Markus WagnerAssociate Professor of Computer Science, Monash University, AustraliaVerified email at monash.edu
Richard Andrew BuswellLoughborough UniversityVerified email at lboro.ac.uk
Lee A. ChristieResearch Fellow, Robert Gordon UniversityVerified email at rgu.ac.uk
Michal WeiszerQueen Mary University of LondonVerified email at qmul.ac.uk
Zoltan A. KocsisCommonwealth Scientific and Industrial Research OrganisationVerified email at csiro.au
Siddhartha (Sid) ShakyaEBTIC, Khalifa University and BTVerified email at bt.com
Jason AdairLecturer, University of StirlingVerified email at cs.stir.ac.uk
David R WhiteFormer AcademicVerified email at sheffield.ac.uk
Nadarajen VeerapenAssociate Professor (maître de conférences), University of LilleVerified email at univ-lille.fr
Colin JohnsonUniversity of NottinghamVerified email at nottingham.ac.uk
David WalkerSenior Lecturer in Computer Science, University of ExeterVerified email at exeter.ac.uk

Alexander E.I. Brownlee

Other namesSandy Brownlee

Senior Lecturer, University of Stirling, previously Loughborough, Robert Gordon

Verified email at cs.stir.ac.uk - Homepage

explainable optimization metaheuristics artificial intelligence modelling & simulation real world applications


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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	143	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	89	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	82	2020
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	75	2022
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
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	66	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	64	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	53	2016
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	49	2019
Solution analysis in multi-objective optimization A Brownlee, JA Wright First Building Simulation and Optimization Conference, 10-11, 2012	48	2012
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	46	2021
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	45	2008
A multi-objective window optimisation problem AEI Brownlee, JA Wright, MM Mourshed Proceedings of the 13th annual conference companion on Genetic and …, 2011	41	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	37	2022
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	36	2021
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
Roulette-Wheel Selection-Based PSO Algorithm for Solving the Vehicle Routing Problem with Time Windows GS Kashyap, AEI Brownlee, OC Phukan, K Malik, S Wazir arXiv preprint arXiv:2306.02308, 2023	35	2023
Predicting the Infection Level of COVID-19 Virus Using Normal Distribution-Based Approximation Model and PSO S Wazir, GS Kashyap, K Malik, AEI Brownlee Mathematical Modeling and Intelligent Control for Combating Pandemics, 75-91, 2023	34	2023
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	34	2015

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