Joshua Knowles
List of publications from the DBLP Bibliography Server - FAQ
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 | 2013 | |
|---|---|---|
| c40 |      | Richard Allmendinger, Joshua Knowles: 'Hang On a Minute': Investigations on the Effects of Delayed Objective Functions in Multiobjective Optimization. EMO 2013: 6-20 |
| c39 | | Julia Handl, Joshua D. Knowles: Evidence Accumulation in Multiobjective Data Clustering. EMO 2013: 543-557 |
| 2012 | ||
| c38 | | Ahmad Almakhlafi, Joshua Knowles: Benchmarks for maintenance scheduling problems in power generation. IEEE Congress on Evolutionary Computation 2012: 1-8 |
| c37 | | Julia Handl, Joshua D. Knowles: Clustering Criteria in Multiobjective Data Clustering. PPSN (2) 2012: 32-41 |
| i2 | | Salvatore Greco, Joshua D. Knowles, Kaisa Miettinen, Eckart Zitzler: Learning in Multiobjective Optimization (Dagstuhl Seminar 12041). Dagstuhl Reports 2(1): 50-99 (2012) |
| 2011 | ||
| c36 | | Manuel López-Ibáñez, Joshua Knowles, Marco Laumanns: On Sequential Online Archiving of Objective Vectors. EMO 2011: 46-60 |
| c35 | | Richard Allmendinger, Joshua Knowles: Policy learning in resource-constrained optimization. GECCO 2011: 1971-1978 |
| c34 |  | Richard Allmendinger, Joshua Knowles: Evolutionary Search in Lethal Environments. IJCCI (ECTA-FCTA) 2011: 63-72 |
| 2010 | ||
| j14 | | William Rowe, David C. Wedge, Mark Platt, Douglas B. Kell, Joshua D. Knowles: Predictive models for population performance on real biological fitness landscapes. Bioinformatics 26(17): 2145-2152 (2010) |
| j13 | | Eric Bonabeau, David W. Corne, Joshua D. Knowles, Riccardo Poli: Swarm intelligence theory: A snapshot of the state of the art. Theor. Comput. Sci. 411(21): 2081-2083 (2010) |
| c33 | | Thomas Bäck, Joshua Knowles, Ofer M. Shir: Experimental optimization by evolutionary algorithms. GECCO (Companion) 2010: 2897-2916 |
| c32 | | Richard Allmendinger, Joshua Knowles: Evolutionary Optimization on Problems Subject to Changes of Variables. PPSN (2) 2010: 151-160 |
| c31 | | Richard Allmendinger, Joshua Knowles: On-Line Purchasing Strategies for an Evolutionary Algorithm Performing Resource-Constrained Optimization. PPSN (2) 2010: 161-170 |
| r1 | | David Corne, Julia Handl, Joshua D. Knowles: Evolutionary Clustering. Encyclopedia of Machine Learning 2010: 332-337 |
| 2009 | ||
| j12 | | Julia Handl, Joshua D. Knowles, Simon C. Lovell: Artefacts and biases affecting the evaluation of scoring functions on decoy sets for protein structure prediction. Bioinformatics 25(10): 1271-1279 (2009) |
| j11 | | Joshua D. Knowles: Closed-loop evolutionary multiobjective optimization. IEEE Comp. Int. Mag. 4(3): 77-91 (2009) |
| c30 | | Joshua D. Knowles, David Corne, Alan P. Reynolds: Noisy Multiobjective Optimization on a Budget of 250 Evaluations. EMO 2009: 36-50 |
| i1 | | David W. Corne, Joshua D. Knowles: Techniques for Highly Multiobjective Optimisation: Some Nondominated Points are Better than Others. CoRR abs/0908.3025 (2009) |
| 2008 | ||
| j10 | | Yisu Jin, Joshua D. Knowles, Hongmei Lu, Yizeng Liang, Douglas B. Kell: The landscape adaptive particle swarm optimizer. Appl. Soft Comput. 8(1): 295-304 (2008) |
| c29 | | Caroline Farrelly, Douglas B. Kell, Joshua D. Knowles: Molecular Structure Elucidation Using Ant Colony Optimization: A Preliminary Study. ANTS Conference 2008: 120-131 |
| c28 | | Joshua D. Knowles, Hirotaka Nakayama: Meta-Modeling in Multiobjective Optimization. Multiobjective Optimization 2008: 245-284 |
| c27 | | Eckart Zitzler, Joshua D. Knowles, Lothar Thiele: Quality Assessment of Pareto Set Approximations. Multiobjective Optimization 2008: 373-404 |
| c26 | | Ludmil Mikhailov, Joshua Knowles: Priority Elicitation in the AHP by a Pareto Envelope-Based Selection Algorithm. MCDM 2008: 249-257 |
| c25 | | Julia Handl, Simon C. Lovell, Joshua D. Knowles: Multiobjectivization by Decomposition of Scalar Cost Functions. PPSN 2008: 31-40 |
| c24 | | Julia Handl, Simon C. Lovell, Joshua D. Knowles: Investigations into the Effect of Multiobjectivization in Protein Structure Prediction. PPSN 2008: 702-711 |
| 2007 | ||
| j9 | | 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) |
| j8 | | Julia Handl, Joshua D. Knowles: An Evolutionary Approach to Multiobjective Clustering. IEEE Trans. Evolutionary Computation 11(1): 56-76 (2007) |
| c23 | | David W. Corne, Joshua D. Knowles: Techniques for highly multiobjective optimisation: some nondominated points are better than others. GECCO 2007: 773-780 |
| 2006 | ||
| j7 | | Julia Handl, Joshua D. Knowles, Marco Dorigo: Ant-Based Clustering and Topographic Mapping. Artificial Life 12(1): 35-62 (2006) |
| c22 | | Joshua D. Knowles, David Corne: Quantifying the Effects of Objective Space Dimension in Evolutionary Multiobjective Optimization. EMO 2006: 757-771 |
| c21 | | Julia Handl, Joshua D. Knowles: On semi-supervised clustering via multiobjective optimization. GECCO 2006: 1465-1472 |
| c20 | | Julia Handl, Joshua D. Knowles: Semi-supervised feature selection via multiobjective optimization. IJCNN 2006: 3319-3326 |
| c19 | | 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 |
| p1 | | Julia Handl, Joshua D. Knowles: Multi-Objective Clustering and Cluster Validation. Multi-Objective Machine Learning 2006: 21-47 |
| 2005 | ||
| j6 | | Julia Handl, Joshua D. Knowles, Douglas B. Kell: Computational cluster validation in post-genomic data analysis. Bioinformatics 21(15): 3201-3212 (2005) |
| j5 | | 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) |
| c18 | | Julia Handl, Joshua D. Knowles: Multiobjective clustering around medoids. Congress on Evolutionary Computation 2005: 632-639 |
| c17 | | Julia Handl, Joshua D. Knowles: Improvements to the scalability of multiobjective clustering. Congress on Evolutionary Computation 2005: 2372-2379 |
| c16 | | Joshua D. Knowles, Evan J. Hughes: Multiobjective Optimization on a Budget of 250 Evaluations. EMO 2005: 176-190 |
| c15 | | Julia Handl, Joshua D. Knowles: Exploiting the Trade-off - The Benefits of Multiple Objectives in Data Clustering. EMO 2005: 547-560 |
| c14 | | Joshua D. Knowles: A summary-attainment-surface plotting method for visualizing the performance of stochastic multiobjective optimizers. ISDA 2005: 552-557 |
| 2004 | ||
| c13 | | |
| 2003 | ||
| j4 | | Joshua D. Knowles, David Corne: Properties of an adaptive archiving algorithm for storing nondominated vectors. IEEE Trans. Evolutionary Computation 7(2): 100-116 (2003) |
| c12 | | Julia Handl, Joshua D. Knowles, Marco Dorigo: Strategies for the Increased Robustness of Ant-Based Clustering. Engineering Self-Organising Systems 2003: 90-104 |
| c11 | | Joshua D. Knowles, David Corne: Instance Generators and Test Suites for the Multiobjective Quadratic Assignment Problem. EMO 2003: 295-310 |
| c10 | | David Corne, Joshua D. Knowles: No Free Lunch and Free Leftovers Theorems for Multiobjective Optimisation Problems. EMO 2003: 327-341 |
| c9 | | Julia Handl, Joshua D. Knowles, Marco Dorigo: On the Performance of Ant-based Clustering. HIS 2003: 204-213 |
| 2002 | ||
| j3 | | 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) |
| c8 | | Krzysztof Socha, Joshua D. Knowles, Michael Sampels: A MAX-MIN Ant System for the University Course Timetabling Problem. Ant Algorithms 2002: 1-13 |
| c7 | | 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 |
| c6 | | 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 |
| c5 | | Joshua D. Knowles, Richard A. Watson: On the Utility of Redundant Encodings in Mutation-Based Evolutionary Search. PPSN 2002: 88-98 |
| 2001 | ||
| c4 | | Joshua D. Knowles, Richard A. Watson, David Corne: Reducing Local Optima in Single-Objective Problems by Multi-objectivization. EMO 2001: 269-283 |
| 2000 | ||
| j2 | | Joshua D. Knowles, David Corne: Approximating the Nondominated Front Using the Pareto Archived Evolution Strategy. Evolutionary Computation 8(2): 149-172 (2000) |
| j1 | | 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) |
| c3 | | Joshua D. Knowles, David Corne: Heuristics for Evolutionary Off-line Routing in Telecommunication Networks. GECCO 2000: 574-581 |
| c2 | | David Corne, Joshua D. Knowles, Martin J. Oates: The Pareto Envelope-Based Selection Algorithm for Multi-objective Optimisation. PPSN 2000: 839-848 |
| c1 | | 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 |
Colors in the list of coauthors
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