Joshua Knowles
Joshua Knowles
Invenia Labs; University of Birmingham; University of Manchester
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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
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
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 envelope-based selection algorithm for multiobjective optimization
DW Corne, JD Knowles, MJ Oates
International conference on parallel problem solving from nature, 839-848, 2000
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
Computational cluster validation in post-genomic data analysis
J Handl, J Knowles, DB Kell
Bioinformatics 21 (15), 3201-3212, 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
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
On metrics for comparing nondominated sets
J Knowles, D Corne
Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat …, 2002
An evolutionary approach to multiobjective clustering
J Handl, J Knowles
IEEE transactions on Evolutionary Computation 11 (1), 56-76, 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
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
International Workshop on Ant Algorithms, 1-13, 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
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
Quality assessment of pareto set approximations
E Zitzler, J Knowles, L Thiele
Multiobjective optimization, 373-404, 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
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
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
Local-Search and Hybrid Evolutionary Algorithms for Pareto Optimization
JD Knowles
Reading, UK, Diss, 2002
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