Alexander E.I. Brownlee

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John McCallDirector, National Subsea Centre, Robert Gordon UniversityVerified email at rgu.ac.uk
John R. Woodward - Head of OR LAB...Queen Mary University of London, previously Stirling, Nottingham & BirminghamVerified email at qmul.ac.uk
Jonathan WrightSchool of Architecture, Building and Civil Engineering, Loughborough UniversityVerified email at lboro.ac.uk
Jerry SwanResearch Scientist, NNAISENSE SAVerified email at nnaisense.com
Saemundur HaraldssonLecturer, University of StirlingVerified email at cs.stir.ac.uk
Siddhartha (Sid) ShakyaEBTIC, Khalifa University and BTVerified email at bt.com
Richard Andrew BuswellLoughborough UniversityVerified email at lboro.ac.uk
Zoltan A. KocsisCommonwealth Scientific and Industrial Research OrganisationVerified email at csiro.au
Edmund Kieran BurkeUniversity of LeicesterVerified email at leicester.ac.uk
Nadarajen VeerapenAssociate Professor (maître de conférences), University of LilleVerified email at univ-lille.fr
Jun ChenQueen Mary University of LondonVerified email at qmul.ac.uk
Lee A. ChristieResearch Fellow, Robert Gordon UniversityVerified email at rgu.ac.uk
Justyna PetkePrincipal Research Fellow and Proleptic Associate Professor, University College LondonVerified email at ucl.ac.uk
Nathan BurlesResearch Associate in Computer Science, University of YorkVerified email at york.ac.uk
Qingfu ZhangChair Professor, FIEEE, City University of Hong KongVerified email at cityu.edu.hk
Michal WeiszerQueen Mary University of LondonVerified email at qmul.ac.uk
Gilbert OwusuBT PLCVerified email at bt.com
David R WhiteFormer AcademicVerified email at sheffield.ac.uk
Monjur MourshedProfessor of Sustainable Engineering, Cardiff University, UKVerified email at Cardiff.ac.uk
Colin JohnsonUniversity of NottinghamVerified email at nottingham.ac.uk

Alexander E.I. 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	113	2015
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	60	2014
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	50	2016
Solution analysis in multi-objective optimization AEI Brownlee, JA Wright Loughborough University© IBPSA-England, 2012	44	2012
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	42	2008
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	40	2017
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	34	2008
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	33	2018
A multi-objective window optimisation problem AEI Brownlee, JA Wright, MM Mourshed Proceedings of the 13th annual conference companion on Genetic and …, 2011	32	2011
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	31	2013
Statistical optimisation and tuning of GA factors A Petrovski, A Brownlee, J McCall 2005 IEEE Congress on Evolutionary Computation 1, 758-764, 2005	30	2005
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	28	2016
A fully multivariate DEUM algorithm S Shakya, A Brownlee, J McCall, F Fournier, G Owusu 2009 IEEE Congress on Evolutionary Computation, 479-486, 2009	28	2009
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	27	2020
Object-oriented genetic improvement for improved energy consumption in Google Guava N Burles, E Bowles, AEI Brownlee, ZA Kocsis, J Swan, N Veerapen International Symposium on Search Based Software Engineering, 255-261, 2015	27	2015
Structure learning and optimisation in a markov network based estimation of distribution algorithm AEI Brownlee, JAW McCall, SK Shakya, Q Zhang Exploitation of linkage learning in evolutionary algorithms, 45-69, 2010	27	2010
Metaheuristic design pattern: surrogate fitness functions AEI Brownlee, JR Woodward, J Swan Proceedings of the Companion Publication of the 2015 Annual Conference on …, 2015	23	2015
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	22	2019
Multivariate Markov networks for fitness modelling in an estimation of distribution algorithm AEI Brownlee Robert Gordon University, 2009	20	2009
Fitness modeling with Markov networks AEI Brownlee, JAW McCall, Q Zhang IEEE transactions on evolutionary computation 17 (6), 862-879, 2013	19	2013

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