Joshua Knowles

Cited by

	All	Since 2017
Citations	25289	8690
h-index	64	38
i10-index	116	87

1700

850

425

1275

2001200220032004200520062007200820092010201120122013201420152016201720182019202020212022107 155 316 377 551 759 964 1114 1307 1421 1390 1485 1542 1514 1657 1649 1575 1545 1599 1439 1561 971

Public access

View all

20 articles

2 articles

available

not available

Based on funding mandates

Co-authors

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, Data Science & Biostatistics, School of Science, Edith Cowan UniversityVerified email at ecu.edu.au
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
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
Kalyanmoy DebKoenig Endowed Chair Professor, Electrical and Computer Engineering, Michigan State UniversityVerified email at egr.msu.edu
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
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 Cambridge Research | University of Birmingham | University of Manchester

Verified email at slb.com - Homepage

Evolutionary Computation Multiobjective Optimization Machine Learning Artificial Intelligence Theoretical Biology


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Approximating the nondominated front using the Pareto archived evolution strategy JD Knowles, DW Corne Evolutionary computation 8 (2), 149-172, 2000	2941	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	1920	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	1861	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	1351	2001
The Pareto envelope-based selection algorithm for multiobjective optimization DW Corne, JD Knowles, MJ Oates International conference on parallel problem solving from nature, 839-848, 2000	1334	2000
Computational cluster validation in post-genomic data analysis J Handl, J Knowles, DB Kell Bioinformatics 21 (15), 3201-3212, 2005	1090	2005
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	1069	2006
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	877	2005
On metrics for comparing nondominated sets J Knowles, D Corne Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat …, 2002	771	2002
An evolutionary approach to multiobjective clustering J Handl, J Knowles IEEE transactions on Evolutionary Computation 11 (1), 56-76, 2007	755	2007
M-PAES: A memetic algorithm for multiobjective optimization JD Knowles, DW Corne Proceedings of the 2000 Congress on Evolutionary Computation. CEC00 (Cat. No …, 2000	521	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	458	2001
A MAX-MIN Ant System for the University Course Timetabling Problem K Socha, J Knowles, M Sampels International Workshop on Ant Algorithms, 1-13, 2002	418	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	400	2009
Properties of an adaptive archiving algorithm for storing nondominated vectors J Knowles, D Corne IEEE Transactions on Evolutionary Computation 7 (2), 100-116, 2003	383	2003
Quality assessment of pareto set approximations E Zitzler, J Knowles, L Thiele Multiobjective optimization, 373-404, 2008	364	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	347	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	320	2007
A comparison of the performance of different metaheuristics on the timetabling problem O Rossi-Doria, M Sampels, M Birattari, M Chiarandini, M Dorigo, ... International conference on the practice and theory of automated timetabling …, 2002	287	2002
Local-Search and Hybrid Evolutionary Algorithms for Pareto Optimization JD Knowles Reading, UK, Diss, 2002	275	2002

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors