Joshua Knowles

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David CorneProfessor of Computer Science, Heriot-Watt University, EdinburghVerified email at macs.hw.ac.uk
Julia HandlProfessor in Decision Sciences, The University of ManchesterVerified email at manchester.ac.uk
Douglas KellUniversity of LiverpoolVerified email at liv.ac.uk
Warwick DunnDepartment of Biochemistry and Systems Biology, ISMIB, University of LiverpoolVerified email at liverpool.ac.uk
Roy GoodacreDepartment of Biochemistry, Cell and Systems Biology, ISMIB, University of LiverpoolVerified email at liverpool.ac.uk
David BroadhurstProfessor, Biosystems Data Science, School of Science, Edith Cowan UniversityVerified email at ecu.edu.au
Antony HalsallCollege Manager, College of Natural SciencesVerified email at bangor.ac.uk
Richard AllmendingerProfessor of Applied AI, The University of Manchester, UKVerified email at manchester.ac.uk
Ian D WilsonImperial College, LondonVerified email at imperial.ac.uk
Marco DorigoFNRS Research Director, IRIDIA, Université Libre de BruxellesVerified email at ulb.ac.be
Eckart ZitzlerHead of Research, Lucerne University of Applied Sciences and ArtsVerified email at eckartzitzler.com
Steve O'HaganComputer Officer, MIB & School of Chemistry, University of ManchesterVerified email at manchester.ac.uk
Lothar ThieleProfessor of Computer Engineering, ETH ZurichVerified email at ethz.ch
Richard A. WatsonUniversity of SouthamptonVerified email at ecs.soton.ac.uk
David C WedgeProfessor of Cancer Genomics and Data Science, University of ManchesterVerified email at manchester.ac.uk
Mark PlattDepartment of ChemistryVerified email at lboro.ac.uk
Manuel López-IbáñezAlliance Manchester Business School, University of Manchester, UKVerified email at manchester.ac.uk
Simon LovellProfessor of Molecular Biology, University of ManchesterVerified email at manchester.ac.uk
Philip DayReaderVerified email at manchester.ac.uk
Kalyanmoy DebUniversity Distinguished Professor, Electrical and Computer Engineering, Michigan State UniversityVerified email at egr.msu.edu

Joshua Knowles

Schlumberger | University of Birmingham | University of Manchester

Verified email at slb.com - Homepage

Multiobjective Optimization Evolutionary Computation Uncertainty Machine Learning AI


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Approximating the nondominated front using the Pareto archived evolution strategy JD Knowles, DW Corne Evolutionary computation 8 (2), 149-172, 2000	3168	2000
Procedures for large-scale metabolic profiling of serum and plasma using gas chromatography and liquid chromatography coupled to mass spectrometry GR Dunn W.B., Broadhurst D., Begley P., Zelena E Nature Protocols 6 (7), 1060-1083, 2011	2780	2011
The pareto archived evolution strategy: A new baseline algorithm for pareto multiobjective optimisation J Knowles, D Corne Proceedings of the 1999 congress on evolutionary computation-CEC99 (Cat. No …, 1999	2016	1999
PESA-II: Region-based selection in evolutionary multiobjective optimization DW Corne, NR Jerram, JD Knowles, MJ Oates Proceedings of the 3rd annual conference on genetic and evolutionary …, 2001	1533	2001
The Pareto Envelope-based Selection Algorithm for Multi-objective Optimization DW Corne, JD Knowles Lecture Notes in Computer Science/Springer Berlin Heidelberg, 2000	1435	2000
ParEGO: A hybrid algorithm with on-line landscape approximation for expensive multiobjective optimization problems J Knowles IEEE transactions on evolutionary computation 10 (1), 50-66, 2006	1433	2006
Computational cluster validation in post-genomic data analysis J Handl, J Knowles, DB Kell Bioinformatics 21 (15), 3201-3212, 2005	1201	2005
A tutorial on the performance assessment of stochastic multiobjective optimizers J Knowles, L Thiele, E Zitzler Computer Engineering and Networks Laboratory (TIK), Swiss Federal Institute …, 2005	944	2005
An evolutionary approach to multiobjective clustering J Handl, J Knowles IEEE transactions on Evolutionary Computation 11 (1), 56-76, 2007	839	2007
On metrics for comparing nondominated sets J Knowles, D Corne Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat …, 2002	829	2002
Development of a robust and repeatable UPLC− MS method for the long-term metabolomic study of human serum E Zelena, WB Dunn, D Broadhurst, S Francis-McIntyre, KM Carroll, ... Analytical chemistry 81 (4), 1357-1364, 2009	619	2009
M-PAES: A memetic algorithm for multiobjective optimization JD Knowles, DW Corne Proceedings of the 2000 Congress on Evolutionary Computation. CEC00 (Cat. No …, 2000	559	2000
Reducing local optima in single-objective problems by multi-objectivization JD Knowles, RA Watson, DW Corne International conference on evolutionary multi-criterion optimization, 269-283, 2001	506	2001
A MAX-MIN Ant System for the University Course Timetabling Problem K Socha, J Knowles, M Sampels Ant Algorithms: Third International Workshop, ANTS 2002 Brussels, Belgium …, 2002	439	2002
Quality assessment of pareto set approximations E Zitzler, J Knowles, L Thiele Multiobjective optimization: Interactive and evolutionary approaches, 373-404, 2008	428	2008
Properties of an adaptive archiving algorithm for storing nondominated vectors J Knowles, D Corne IEEE Transactions on Evolutionary Computation 7 (2), 100-116, 2003	402	2003
Techniques for highly multiobjective optimisation: some nondominated points are better than others DW Corne, JD Knowles Proceedings of the 9th annual conference on Genetic and evolutionary …, 2007	380	2007
Multiobjective optimization in bioinformatics and computational biology J Handl, DB Kell, J Knowles IEEE/ACM Transactions on computational biology and bioinformatics 4 (2), 279-292, 2007	344	2007
Local-Search and Hybrid Evolutionary Algorithms for Pareto Optimization JD Knowles Reading, UK, Diss, 2002	310	2002
A comparison of the performance of different metaheuristics on the timetabling problem O Rossi-Doria, M Sampels, M Birattari, M Chiarandini, M Dorigo, ... Practice and Theory of Automated Timetabling IV: 4th International …, 2003	303	2003

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