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 & Alan Turing Fellow, 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
Antony HalsallCollege Manager, College of Natural SciencesVerified email at bangor.ac.uk
Roy GoodacreDepartment of Biochemistry 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
Eckart ZitzlerHead of Research, Lucerne University of Applied Sciences and ArtsVerified email at eckartzitzler.com
Marco DorigoFNRS Research Director, IRIDIA, Université Libre de BruxellesVerified email at ulb.ac.be
Ian D WilsonImperial College, LondonVerified email at imperial.ac.uk
Richard AllmendingerProfessor at The University of Manchester, UK, Fellow of the Alan Turing InstituteVerified email at manchester.ac.uk
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
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
Richard A. WatsonUniversity of SouthamptonVerified email at ecs.soton.ac.uk
Kalyanmoy DebKoenig Endowed Chair Professor, Electrical and Computer Engineering, Michigan State UniversityVerified email at egr.msu.edu
Simon LovellProfessor of Molecular Biology, University of ManchesterVerified email at manchester.ac.uk
Philip DayReaderVerified email at manchester.ac.uk
Dr Andrew W NichollsHead of Bioimaging, GlaxoSmithKlineVerified email at gsk.com

Joshua Knowles

Schlumberger | University of Birmingham | University of Manchester

Verified email at slb.com - Homepage

Evolutionary Computation Multiobjective Optimization Machine Learning Artificial Intelligence Theoretical Biology


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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	3047	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	2228	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	1922	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	1429	2001
The Pareto envelope-based selection algorithm for multiobjective optimization DW Corne, JD Knowles, MJ Oates Parallel Problem Solving from Nature PPSN VI: 6th International Conference …, 2000	1383	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	1197	2006
Computational cluster validation in post-genomic data analysis J Handl, J Knowles, DB Kell Bioinformatics 21 (15), 3201-3212, 2005	1132	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	911	2005
An evolutionary approach to multiobjective clustering J Handl, J Knowles IEEE transactions on Evolutionary Computation 11 (1), 56-76, 2007	793	2007
On metrics for comparing nondominated sets J Knowles, D Corne Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat …, 2002	792	2002
M-PAES: A memetic algorithm for multiobjective optimization JD Knowles, DW Corne Proceedings of the 2000 Congress on Evolutionary Computation. CEC00 (Cat. No …, 2000	542	2000
Reducing local optima in single-objective problems by multi-objectivization JD Knowles, RA Watson, DW Corne Evolutionary Multi-Criterion Optimization: First International Conference …, 2001	469	2001
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	464	2009
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	426	2002
Properties of an adaptive archiving algorithm for storing nondominated vectors J Knowles, D Corne IEEE Transactions on Evolutionary Computation 7 (2), 100-116, 2003	399	2003
Quality assessment of pareto set approximations E Zitzler, J Knowles, L Thiele Multiobjective optimization: Interactive and evolutionary approaches, 373-404, 2008	393	2008
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	361	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	326	2007
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	297	2003
Local-Search and Hybrid Evolutionary Algorithms for Pareto Optimization JD Knowles Reading, UK, Diss, 2002	291	2002

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