Joshua Knowles
Joshua Knowles
Schlumberger | University of Birmingham | University of Manchester
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Cited by
Cited by
Approximating the nondominated front using the Pareto archived evolution strategy
JD Knowles, DW Corne
Evolutionary computation 8 (2), 149-172, 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
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
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
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
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
Computational cluster validation in post-genomic data analysis
J Handl, J Knowles, DB Kell
Bioinformatics 21 (15), 3201-3212, 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
An evolutionary approach to multiobjective clustering
J Handl, J Knowles
IEEE transactions on Evolutionary Computation 11 (1), 56-76, 2007
On metrics for comparing nondominated sets
J Knowles, D Corne
Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat …, 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
M-PAES: A memetic algorithm for multiobjective optimization
JD Knowles, DW Corne
Proceedings of the 2000 Congress on Evolutionary Computation. CEC00 (Cat. No …, 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
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
Quality assessment of pareto set approximations
E Zitzler, J Knowles, L Thiele
Multiobjective optimization: Interactive and evolutionary approaches, 373-404, 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
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
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
Local-Search and Hybrid Evolutionary Algorithms for Pareto Optimization
JD Knowles
Reading, UK, Diss, 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
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