2009 |
40 | EE | Joshua D. Knowles,
David Corne,
Alan Reynolds:
Noisy Multiobjective Optimization on a Budget of 250 Evaluations.
EMO 2009: 36-50 |
2008 |
39 | EE | Caroline Farrelly,
Douglas B. Kell,
Joshua D. Knowles:
Molecular Structure Elucidation Using Ant Colony Optimization: A Preliminary Study.
ANTS Conference 2008: 120-131 |
38 | EE | Joshua D. Knowles,
Hirotaka Nakayama:
Meta-Modeling in Multiobjective Optimization.
Multiobjective Optimization 2008: 245-284 |
37 | EE | Eckart Zitzler,
Joshua D. Knowles,
Lothar Thiele:
Quality Assessment of Pareto Set Approximations.
Multiobjective Optimization 2008: 373-404 |
36 | EE | Julia Handl,
Simon C. Lovell,
Joshua D. Knowles:
Multiobjectivization by Decomposition of Scalar Cost Functions.
PPSN 2008: 31-40 |
35 | EE | Julia Handl,
Simon C. Lovell,
Joshua D. Knowles:
Investigations into the Effect of Multiobjectivization in Protein Structure Prediction.
PPSN 2008: 702-711 |
34 | EE | Jin Yisu,
Joshua D. Knowles,
Hongmei Lu,
Yizeng Liang,
Douglas B. Kell:
The landscape adaptive particle swarm optimizer.
Appl. Soft Comput. 8(1): 295-304 (2008) |
2007 |
33 | EE | David W. Corne,
Joshua D. Knowles:
Techniques for highly multiobjective optimisation: some nondominated points are better than others.
GECCO 2007: 773-780 |
32 | EE | Julia Handl,
Joshua D. Knowles:
An Evolutionary Approach to Multiobjective Clustering.
IEEE Trans. Evolutionary Computation 11(1): 56-76 (2007) |
31 | EE | Julia Handl,
Douglas B. Kell,
Joshua D. Knowles:
Multiobjective Optimization in Bioinformatics and Computational Biology.
IEEE/ACM Trans. Comput. Biology Bioinform. 4(2): 279-292 (2007) |
2006 |
30 | EE | Joshua D. Knowles,
David Corne:
Quantifying the Effects of Objective Space Dimension in Evolutionary Multiobjective Optimization.
EMO 2006: 757-771 |
29 | EE | Julia Handl,
Joshua D. Knowles:
On semi-supervised clustering via multiobjective optimization.
GECCO 2006: 1465-1472 |
28 | EE | Julia Handl,
Joshua D. Knowles:
Semi-supervised feature selection via multiobjective optimization.
IJCNN 2006: 3319-3326 |
27 | EE | Julia Handl,
Joshua D. Knowles:
An Investigation of Representations and Operators for Evolutionary Data Clustering with a Variable Number of Clusters.
PPSN 2006: 839-849 |
26 | EE | Julia Handl,
Joshua D. Knowles:
Multi-Objective Clustering and Cluster Validation.
Multi-Objective Machine Learning 2006: 21-47 |
25 | EE | Julia Handl,
Joshua D. Knowles,
Marco Dorigo:
Ant-Based Clustering and Topographic Mapping.
Artificial Life 12(1): 35-62 (2006) |
2005 |
24 | EE | Julia Handl,
Joshua D. Knowles:
Improvements to the scalability of multiobjective clustering.
Congress on Evolutionary Computation 2005: 2372-2379 |
23 | EE | Julia Handl,
Joshua D. Knowles:
Multiobjective clustering around medoids.
Congress on Evolutionary Computation 2005: 632-639 |
22 | EE | Joshua D. Knowles,
Evan J. Hughes:
Multiobjective Optimization on a Budget of 250 Evaluations.
EMO 2005: 176-190 |
21 | EE | Julia Handl,
Joshua D. Knowles:
Exploiting the Trade-off - The Benefits of Multiple Objectives in Data Clustering.
EMO 2005: 547-560 |
20 | EE | Joshua D. Knowles:
A summary-attainment-surface plotting method for visualizing the performance of stochastic multiobjective optimizers.
ISDA 2005: 552-557 |
19 | EE | Julia Handl,
Joshua D. Knowles,
Douglas B. Kell:
Computational cluster validation in post-genomic data analysis.
Bioinformatics 21(15): 3201-3212 (2005) |
18 | EE | Leonora Bianchi,
Joshua D. Knowles,
Neill Bowler:
Local search for the probabilistic traveling salesman problem: Correction to the 2-p-opt and 1-shift algorithms.
European Journal of Operational Research 162(1): 206-219 (2005) |
2004 |
17 | EE | Julia Handl,
Joshua D. Knowles:
Evolutionary Multiobjective Clustering.
PPSN 2004: 1081-1091 |
2003 |
16 | EE | Joshua D. Knowles,
David Corne:
Instance Generators and Test Suites for the Multiobjective Quadratic Assignment Problem.
EMO 2003: 295-310 |
15 | EE | David Corne,
Joshua D. Knowles:
No Free Lunch and Free Leftovers Theorems for Multiobjective Optimisation Problems.
EMO 2003: 327-341 |
14 | EE | Julia Handl,
Joshua D. Knowles,
Marco Dorigo:
Strategies for the Increased Robustness of Ant-Based Clustering.
Engineering Self-Organising Systems 2003: 90-104 |
13 | | Julia Handl,
Joshua D. Knowles,
Marco Dorigo:
On the Performance of Ant-based Clustering.
HIS 2003: 204-213 |
12 | | Joshua D. Knowles,
David Corne:
Properties of an adaptive archiving algorithm for storing nondominated vectors.
IEEE Trans. Evolutionary Computation 7(2): 100-116 (2003) |
2002 |
11 | EE | Krzysztof Socha,
Joshua D. Knowles,
Michael Sampels:
A MAX-MIN Ant System for the University Course Timetabling Problem.
Ant Algorithms 2002: 1-13 |
10 | | Joshua D. Knowles,
David Corne:
Towards Landscape Analyses to Inform the Design of Hybrid Local Search for the Multiobjective Quadratic Assignment Problem.
HIS 2002: 271-279 |
9 | EE | Olivia Rossi-Doria,
Michael Sampels,
Mauro Birattari,
Marco Chiarandini,
Marco Dorigo,
Luca Maria Gambardella,
Joshua D. Knowles,
Max Manfrin,
Monaldo Mastrolilli,
Ben Paechter,
Luis Paquete,
Thomas Stützle:
A Comparison of the Performance of Different Metaheuristics on the Timetabling Problem.
PATAT 2002: 329-354 |
8 | EE | Joshua D. Knowles,
Richard A. Watson:
On the Utility of Redundant Encodings in Mutation-Based Evolutionary Search.
PPSN 2002: 88-98 |
7 | EE | Joshua D. Knowles,
David W. Corne:
Enumeration of Pareto optimal multi-criteria spanning trees - a proof of the incorrectness of Zhou and Gen's proposed algorithm.
European Journal of Operational Research 143(3): 543-547 (2002) |
2001 |
6 | EE | Joshua D. Knowles,
Richard A. Watson,
David Corne:
Reducing Local Optima in Single-Objective Problems by Multi-objectivization.
EMO 2001: 269-283 |
2000 |
5 | | Joshua D. Knowles,
David Corne:
Heuristics for Evolutionary Off-line Routing in Telecommunication Networks.
GECCO 2000: 574-581 |
4 | | David Corne,
Joshua D. Knowles,
Martin J. Oates:
The Pareto Envelope-Based Selection Algorithm for Multi-objective Optimisation.
PPSN 2000: 839-848 |
3 | | Joshua D. Knowles,
David Corne,
Martin J. Oates:
On the Assessment of Multiobjective Approaches to the Adaptive Distributed Database Management Problem.
PPSN 2000: 869-878 |
2 | | Joshua D. Knowles,
David Corne:
Approximating the Nondominated Front Using the Pareto Archived Evolution Strategy.
Evolutionary Computation 8(2): 149-172 (2000) |
1 | | Joshua D. Knowles,
David Corne:
A new evolutionary approach to the degree-constrained minimum spanning tree problem.
IEEE Trans. Evolutionary Computation 4(2): 125-134 (2000) |