Alexander E.I. Brownlee

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John McCallProfessor Emeritus, School of Computing Engineering and Technology, Robert Gordon UniversityVerified email at rgu.ac.uk
John.R.Woodward Head of Computer...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 SwanCEO, Hylomorph SolutionsVerified email at hylomorph-solutions.com
samar wazirJamia HamdardVerified email at jamiahamdard.ac.in
Saemundur HaraldssonLecturer, University of StirlingVerified email at cs.stir.ac.uk
Justyna PetkeProfessor of Software Engineering, University College London, United KingdomVerified 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
Markus WagnerAssociate Professor of Computer Science, Monash University, AustraliaVerified email at monash.edu
Lee A. ChristieResearch Fellow, Robert Gordon UniversityVerified email at rgu.ac.uk
Michal WeiszerQueen Mary University of LondonVerified email at qmul.ac.uk
Richard Andrew BuswellLoughborough UniversityVerified email at lboro.ac.uk
Jason AdairLecturer, University of StirlingVerified email at cs.stir.ac.uk
David R WhiteFormer AcademicVerified email at sheffield.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
David WalkerSenior Lecturer in Computer Science, University of ExeterVerified email at exeter.ac.uk
Stefano CagnoniUniversity of ParmaVerified email at ce.unipr.it
Giovanni IaccaUniversity of TrentoVerified email at unitn.it

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	152	2015
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	105	2022
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	95	2020
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	94	2016
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	75	2014
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	74	2023
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	69	2018
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	68	2017
Detection of a facemask in realtime using deep learning methods: Prevention of COVID-19 GS Kashyap, J Sohlot, A Siddiqui, R Siddiqui, K Malik, S Wazir, ... Research Advances in Network Technologies, 224-240, 2024	60	2024
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	60	2021
Prediction of Suicidal Risk Using Machine Learning Models GS Kashyap, A Siddiqui, R Siddiqui, K Malik, S Wazir, AEI Brownlee Available at SSRN 4709789, 2021	58	2021
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	57	2016
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	55	2021
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	53	2022
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	52	2019
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	51	2023
From simulations to reality: enhancing multi-robot exploration for urban search and rescue GS Kashyap, D Mahajan, OC Phukan, A Kumar, AEI Brownlee, J Gao arXiv preprint arXiv:2311.16958, 2023	49	2023
Solution analysis in multi-objective optimization A Brownlee, JA Wright First Building Simulation and Optimization Conference, 10-11, 2012	49	2012
A multi-objective window optimisation problem AEI Brownlee, JA Wright, MM Mourshed Proceedings of the 13th annual conference companion on Genetic and …, 2011	48	2011
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	43	2008

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