David W. Corne

Osama Khalifa, David W. Corne, Mike J. Chantler, Fraser Halley: Multi-objective Topic Modeling. EMO 2013: 51-65

David Corne, Clarisse Dhaenens, Laetitia Jourdan: Synergies between operations research and data mining: The emerging use of multi-objective approaches. European Journal of Operational Research 221(3): 469-479 (2012)

Yanghui Wu, John A. W. McCall, David Corne, Olivier Regnier-Coudert: Landscape analysis for hyperheuristic Bayesian Network structure learning on unseen problems. IEEE Congress on Evolutionary Computation 2012: 1-8

Antony Waldock, David W. Corne: Exploiting Prior Information in Multi-objective Route Planning. PPSN (2) 2012: 11-21

Alan P. Reynolds, Asaad Abdollahzadeh, David W. Corne, Mike Christie, Brian Davies, Glyn Williams: Guide Objective Assisted Particle Swarm Optimization and Its Application to History Matching. PPSN (2) 2012: 195-204

Dome Lohpetch, David Corne: Multiobjective algorithms for financial trading: Multiobjective out-trades single-objective. IEEE Congress on Evolutionary Computation 2011: 192-199

Muhannad Hijaze, David Corne: Distributed evolutionary algorithm topologies with adaptive migration schemes. IEEE Congress on Evolutionary Computation 2011: 608-615

Alan P. Reynolds, Asaad Abdollahzadeh, David W. Corne, Mike Christie, Brian Davies, Glyn Williams: A parallel BOA-PSO hybrid algorithm for history matching. IEEE Congress on Evolutionary Computation 2011: 894-901

Yanghui Wu, John A. W. McCall, David Corne: Fitness landscape analysis of Bayesian network structure learning. IEEE Congress on Evolutionary Computation 2011: 981-988

David Corne, Alan P. Reynolds: Evaluating optimization algorithms: bounds on the performance of optimizers on unseen problems. GECCO (Companion) 2011: 707-710

Antony Waldock, David Corne: Multiple objective optimisation applied to route planning. GECCO 2011: 1827-1834

Negin Moghim, David Corne: Evaluating bio-inspired approaches for advance prediction of epileptic seizures. NaBIC 2011: 540-545

Hamouda K. Chantar, David W. Corne: Feature subset selection for Arabic document categorization using BPSO-KNN. NaBIC 2011: 546-551

David Corne, Alan P. Reynolds: Optimization by precomputation. NaBIC 2011: 552-557

David Corne: Unconventional Optimizer Development. UC 2011: 9

Eric Bonabeau, David Corne, Riccardo Poli: Swarm intelligence: the state of the art special issue of natural computing. Natural Computing 9(3): 655-657 (2010)

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)

Robert Barbour, David W. Corne, John A. W. McCall: Accelerated optimisation of chemotherapy dose schedules using fitness inheritance. IEEE Congress on Evolutionary Computation 2010: 1-8

Guleng Sheri, David Corne: Learning-assisted evolutionary search for scalable function optimization: LEM(ID3). IEEE Congress on Evolutionary Computation 2010: 1-8

Yanghui Wu, John A. W. McCall, David W. Corne: Two novel Ant Colony Optimization approaches for Bayesian network structure learning. IEEE Congress on Evolutionary Computation 2010: 1-7

Dome Lohpetch, David Corne: Outperforming Buy-and-Hold with Evolved Technical Trading Rules: Daily, Weekly and Monthly Trading. EvoApplications (2) 2010: 171-181

Antony Waldock, David Corne: Multi-Objective Probability Collectives. EvoApplications (1) 2010: 461-470

David W. Corne, Alan P. Reynolds: Optimisation and Generalisation: Footprints in Instance Space. PPSN (1) 2010: 22-31

Alan P. Reynolds, David W. Corne, Michael J. Chantler: Feature Selection for Multi-purpose Predictive Models: A Many-Objective Task. PPSN (1) 2010: 384-393

Yanghui Wu, John A. W. McCall, David Corne: Comparative Analysis of Search and Score Metaheuristics for Bayesian Network Structure Learning Using Node Juxtaposition Distributions. PPSN (1) 2010: 424-433

David Corne, Julia Handl, Joshua D. Knowles: Evolutionary Clustering. Encyclopedia of Machine Learning 2010: 332-337

Joshua D. Knowles, David Corne, Alan P. Reynolds: Noisy Multiobjective Optimization on a Budget of 250 Evaluations. EMO 2009: 36-50

Guleng Sheri, David W. Corne: Evolutionary Optimization Guided by Entropy-Based Discretization. EvoWorkshops 2009: 695-704

Alan P. Reynolds, David W. Corne, Beatriz de la Iglesia: A multiobjective GRASP for rule selection. GECCO 2009: 643-650

Alan Vella, David W. Corne, Chris Murphy: Hyper-heuristic Decision Tree Induction. NaBIC 2009: 409-414

Dome Lohpetch, David Corne: Discovering Effective Technical Trading Rules with Genetic Programming: Towards Robustly Outperforming Buy-and-Hold. NaBIC 2009: 439-444

Muhannad Hijaze, David W. Corne: An Investigation Of Topologies and Migration Schemes for Asynchronous Distributed Evolutionary Algorithms. NaBIC 2009: 636-641

David W. Corne, Pierluigi Frisco, Gheorghe Paun, Grzegorz Rozenberg, Arto Salomaa (Eds.): Membrane Computing - 9th International Workshop, WMC 2008, Edinburgh, UK, July 28-31, 2008, Revised Selected and Invited Papers. Lecture Notes in Computer Science 5391, Springer 2009, isbn 978-3-540-95884-0

David W. Corne, Joshua D. Knowles: Techniques for Highly Multiobjective Optimisation: Some Nondominated Points are Better than Others. CoRR abs/0908.3025 (2009)

David W. Corne, Pierluigi Frisco: Dynamics of HIV infection studied with cellular automata and conformon-P systems. Biosystems 91(3): 531-544 (2008)

David W. Corne, Alan P. Reynolds: Swarm Intelligence: A Tutorial Account. Bulletin of the EATCS 96: 104-127 (2008)

Guleng Sheri, David W. Corne: The simplest evolution/learning hybrid: LEM with KNN. IEEE Congress on Evolutionary Computation 2008: 3244-3251

Graham A. Rollings, David W. Corne: Intelligent Operators for Localisation of Dynamic Smart Dust Networks. HIS 2008: 477-482

Md. Nor Ridzuan Daud, David Corne: Readable and Accurate Rulesets with ORGA. PPSN 2008: 869-878

David Corne: Predictions for the Future of Optimisation Research. UC 2008: 7

Zelmina Lubovac, David Corne, Jonas Gamalielsson, Björn Olsson: Weighted Cohesiveness for Identification of Functional Modules and Their Interconnectivity. BIRD 2007: 185-198

Kareem Shaker, David Corne, Richard Everson: Investigating hybrids of evolutionary search and linear discriminant analysis for authorship attribution. IEEE Congress on Evolutionary Computation 2007: 2071-2077

Carey Pridgeon, David Corne: Characterising DNA/RNA Signals with Crisp Hypermotifs: A Case Study on Core Promoters. EvoBIO 2007: 227-235

David W. Corne, Joshua D. Knowles: Techniques for highly multiobjective optimisation: some nondominated points are better than others. GECCO 2007: 773-780

Pierluigi Frisco, David W. Corne: Modeling the Dynamics of HIV Infection with Conformon-P Systems and Cellular Automata. Workshop on Membrane Computing 2007: 21-31

David Corne, Gary B. Fogel, Jagath C. Rajapakse, Lipo Wang: Editorial for special issue on "Soft Computing for Bioinformatics and Medical Informatics". Soft Comput. 10(4): 285-286 (2006)

Sang-Moon Soak, David W. Corne, Byung-Ha Ahn: The Edge-Window-Decoder Representation for Tree-Based Problems. IEEE Trans. Evolutionary Computation 10(2): 124-144 (2006)

Joshua D. Knowles, David Corne: Quantifying the Effects of Objective Space Dimension in Evolutionary Multiobjective Optimization. EMO 2006: 757-771

Paul Weal, David W. Corne, Chris Murphy: Optimisation of CDMA-Based Mobile Telephone Networks: Algorithmic Studies on Real-World Networks. PPSN 2006: 402-412

Rebecca Haines, David W. Corne: Evolving Novel and Effective Treatment Plans in the Context of Infection Dynamics Models: Illustrated with HIV and HAART Therapy. PPSN 2006: 413-422

Emma Hart, Peter Ross, David Corne: Evolutionary Scheduling: A Review. Genetic Programming and Evolvable Machines 6(2): 191-220 (2005)

Sang-Moon Soak, David Corne, Byung-Ha Ahn: A New Evolutionary Algorithm for Spanning-Tree Based Communication Network Design. IEICE Transactions 88-B(10): 4090-4093 (2005)

Mark P. Sinka, David W. Corne: The BankSearch web document dataset: investigating unsupervised clustering and category similarity. J. Network and Computer Applications 28(2): 129-146 (2005)

Sang-Moon Soak, David Corne, Byung-Ha Ahn: On a Property Analysis of Representations for Spanning Tree Problems. Artificial Evolution 2005: 107-118

Thorhildur Juliusdottir, David Corne, Ed Keedwell, Ajit Narayanan: Two-Phase EA/k-NN for Feature Selection and Classification in Cancer Microarray Datasets. CIBCB 2005: 1-8

Carey Pridgeon, David Corne: Hypermotifs: Novel Discriminatory Patterns for Nucleotide Sequences and their Application to Core Promoter Prediction in Eukaryotes. CIBCB 2005: 420-426

Laetitia Jourdan, David Corne, Dragan A. Savic, Godfrey A. Walters: Preliminary Investigation of the 'Learnable Evolution Model' for Faster/Better Multiobjective Water Systems Design. EMO 2005: 841-855

Franz Rothlauf, Jürgen Branke, Stefano Cagnoni, David W. Corne, Rolf Drechsler, Yaochu Jin, Penousal Machado, Elena Marchiori, Juan Romero, George D. Smith, Giovanni Squillero (Eds.): Applications of Evolutionary Computing, EvoWorkshops 2005: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoMUSART, and EvoSTOC, Lausanne, Switzerland, March 30 - April 1, 2005, Proceedings. Lecture Notes in Computer Science 3449, Springer 2005, isbn 3-540-25396-3

Masumi Ishikawa, Shuji Hashimoto, Marcin Paprzycki, Emilia I. Barakova, Kaori Yoshida, Mario Köppen, David W. Corne, Ajith Abraham (Eds.): 4th International Conference on Hybrid Intelligent Systems (HIS 2004), 5-8 December 2004, Kitakyushu, Japan. IEEE Computer Society 2005, isbn 0-7695-2291-2

Carey Pridgeon, David Corne: Genetic network reverse-engineering and network size; can we identify large GRNs? CIBCB 2004: 32-36

Dan W. Taylor, David W. Corne: Innate and Acquired Immunity in Real Time Systems. HIS 2004: 390-395

Laetitia Vermeulen-Jourdan, David Corne, Dragan A. Savic, Godfrey A. Walters: Hybridising Rule Induction and Multi-Objective Evolutionary Search for Optimising Water Distribution Systems. HIS 2004: 434-439

Mark P. Sinka, David Corne: Measuring Effectiveness of Text-Decorated HTML Tags in Web Document Clustering. ICWI 2004: 707-714

Sang-Moon Soak, David Corne, Byung-Ha Ahn: A New Encoding for the Degree Constrained Minimum Spanning Tree Problem. KES 2004: 952-958

Sang-Moon Soak, David Corne, Byung-Ha Ahn: A Powerful New Encoding for Tree-Based Combinatorial Optimisation Problems. PPSN 2004: 430-439

Günther R. Raidl, Stefano Cagnoni, Jürgen Branke, David Corne, Rolf Drechsler, Yaochu Jin, Colin G. Johnson, Penousal Machado, Elena Marchiori, Franz Rothlauf, George D. Smith, Giovanni Squillero (Eds.): Applications of Evolutionary Computing, EvoWorkshops 2004: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoMUSART, and EvoSTOC, Coimbra, Portugal, April 5-7, 2004, Proceedings. Lecture Notes in Computer Science 3005, Springer 2004, isbn 3-540-21378-3

M. James C. Crabbe, Lee R. Cooper, David W. Corne: Use of essential and molecular dynamics to study B-crystallin unfolding after non-enzymic post-translational modifications. Computational Biology and Chemistry 27(4-5): 507-510 (2003)

Lee R. Cooper, David W. Corne, M. James C. Crabbe: Use of a novel Hill-climbing genetic algorithm in protein folding simulations. Computational Biology and Chemistry 27(6): 575-580 (2003)

Joshua D. Knowles, David Corne: Properties of an adaptive archiving algorithm for storing nondominated vectors. IEEE Trans. Evolutionary Computation 7(2): 100-116 (2003)

Joshua D. Knowles, David Corne: Instance Generators and Test Suites for the Multiobjective Quadratic Assignment Problem. EMO 2003: 295-310

David Corne, Joshua D. Knowles: No Free Lunch and Free Leftovers Theorems for Multiobjective Optimisation Problems. EMO 2003: 327-341

David Corne, Martin J. Oates, Douglas B. Kell: Landscape State Machines: Tools for Evolutionary Algorithm Performance Analyses and Landscape/Algorithm Mapping. EvoWorkshops 2003: 187-198

David Corne: Bioalgorithmics: Evolutionary and Other Algorithms ex Silico. HIS 2003: 5

Phillip William Dixon, David Corne, Martin J. Oates: Replacing Generality with Coverage for Improved Learning Classifier Systems. HIS 2003: 185-193

Mark P. Sinka, David Corne: Evolving Better Stoplists for Document Clustering and Web Intelligence. HIS 2003: 1015-1023

Dan W. Taylor, David Corne: An Investigation of the Negative Selection Algorithm for Fault Detection in Refrigeration Systems. ICARIS 2003: 34-45

Mark P. Sinka, David Corne: Towards Modernised and Web-Specific Stoplists for Web Document Analysis. Web Intelligence 2003: 396-404

Günther R. Raidl, Jean-Arcady Meyer, Martin Middendorf, Stefano Cagnoni, Juan J. Romero Cardalda, David Corne, Jens Gottlieb, Agnès Guillot, Emma Hart, Colin G. Johnson, Elena Marchiori (Eds.): Applications of Evolutionary Computing, EvoWorkshop 2003: EvoBIO, EvoCOP, EvoIASP, EvoMUSART, EvoROB, and EvoSTIM, Essex, UK, April 14-16, 2003, Proceedings. Lecture Notes in Computer Science 2611, Springer 2003, isbn 3-540-00976-0

Peter J. Bentley, David Corne: Guest Editorial for Special Issue on Creative Evolutionary Systems. Appl. Intell. 16(2): 99-100 (2002)

David Corne, Andrew C. R. Martin: Artificial Intelligence in Bioinformatics. Computers & Chemistry 26(1): 1-3 (2002)

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)

David W. Corne, Martin J. Oates, Douglas B. Kell: Fitness Gains and Mutation Patterns: Deriving Mutation Rates by Exploiting Landscape Data. FOGA 2002: 347-364

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

Phillip William Dixon, David Corne, Martin J. Oates: Enhancing Real-World Applicability by Providing Confidence-in-Prediction in the XCS Classifier System. HIS 2002: 290-299

Mark P. Sinka, David Corne: Web and Multimedia Applications. HIS 2002: 881-890

Phillip William Dixon, David Corne, Martin J. Oates: A Ruleset Reduction Algorithm for the XCS Learning Classifier System. IWLCS 2002: 20-29

David Corne, Martin J. Oates, Douglas B. Kell: On Fitness Distributions and Expected Fitness Gain of Mutation Rates in Parallel Evolutionary Algorithms. PPSN 2002: 132-141

Martin J. Oates, David Corne: Global web server load balancing using evolutionary computational techniques. Soft Comput. 5(4): 297-312 (2001)

Joshua D. Knowles, Richard A. Watson, David Corne: Reducing Local Optima in Single-Objective Problems by Multi-objectivization. EMO 2001: 269-283

Phillip William Dixon, David Corne, Martin J. Oates: A Preliminary Investigation of Modified XCS as a Generic Data Mining Tool. IWLCS 2001: 133-150

Eckart Zitzler, Kalyanmoy Deb, Lothar Thiele, Carlos A. Coello Coello, David Corne (Eds.): Evolutionary Multi-Criterion Optimization, First International Conference, EMO 2001, Zurich, Switzerland, March 7-9, 2001, Proceedings. Lecture Notes in Computer Science 1993, Springer 2001, isbn 3-540-41745-1

Joshua D. Knowles, David Corne: Approximating the Nondominated Front Using the Pareto Archived Evolution Strategy. Evolutionary Computation 8(2): 149-172 (2000)

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)

Martin J. Oates, David Corne, Roger Loader: Multimodal Performance Profiles on the Adaptive Distributed Database Management Problem. EvoWorkshops 2000: 224-234

Martin J. Oates, David Corne: Overcoming Fitness Barriers in Multi-Modal Search Spaces. FOGA 2000: 5-26

Martin J. Oates, David Corne, Roger Loader: A Tri-Phase Multimodal Evolutionary Search Performance Profile on the 'Hierarchical If and Only If' Problem. GECCO 2000: 339-346

Joshua D. Knowles, David Corne: Heuristics for Evolutionary Off-line Routing in Telecommunication Networks. GECCO 2000: 574-581

David Corne, Joshua D. Knowles, Martin J. Oates: The Pareto Envelope-Based Selection Algorithm for Multi-objective Optimisation. PPSN 2000: 839-848

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

Stefano Cagnoni, Riccardo Poli, Yun Li, George D. Smith, David Corne, Martin J. Oates, Emma Hart, Pier Luca Lanzi, Egbert J. W. Boers, Ben Paechter, Terence C. Fogarty (Eds.): Real-World Applications of Evolutionary Computing, EvoWorkshops 2000: EvoIASP, EvoSCONDI, EvoTel, EvoSTIM, EvoROB, and EvoFlight, Edinburgh, Scotland, UK, April 17, 2000, Proceedings. Lecture Notes in Computer Science 1803, Springer 2000, isbn 3-540-67353-9

Riccardo Poli, Hans-Michael Voigt, Stefano Cagnoni, David Corne, George D. Smith, Terence C. Fogarty (Eds.): Evolutionary Image Analysis, Signal Processing and Telecommunications, First European Workshops, EvoIASP'99 and EuroEcTel'99, Göteborg, Sweden, May 26-27, 1999, Proceedings. Lecture Notes in Computer Science 1596, Springer 1999, isbn 3-540-65837-8

Martin J. Oates, David Corne: QoS based GA Parameter Selection for Autonomously Managed Distributed Information Systems. ECAI 1998: 670-674

Martin J. Oates, David Corne: Investigating Evolutionary Approaches to Adaptive Database Management Against Various Quality of Service Metrics. PPSN 1998: 775-784

Shigeyoshi Tsutsui, Ashish Ghosh, David Corne, Yoshiji Fujimoto: A Real Coded Genetic Algorithm with an Explorer and an Exploiter Populations. ICGA 1997: 238-245

Peter Ross, Emma Hart, David Corne: Some Observations about GA-Based Exam Timetabling. PATAT 1997: 115-129

David Corne, John Ogden: Evolutionary Optimisation of Methodist Preaching Timetables. PATAT 1997: 142-155

David Corne, Jonathan L. Shapiro (Eds.): Evolutionary Computing, AISB International Workshop, Manchester, UK, April 7-8, 1997, Selected Papers. Lecture Notes in Computer Science 1305, Springer 1997, isbn 3-540-63476-2

Hsiao-Lan Fang, David Corne, Peter Ross: A Genetic Algorithm for Job-Shop Problems with Various Schedule Quality Criteria. Evolutionary Computing, AISB Workshop 1996: 39-49

David Corne, Emma Collingwood, Peter Ross: Investigating Multipoidy's Niche. Evolutionary Computing, AISB Workshop 1996: 189-197

Luis F. González Hernández, David Corne: Evolutionary Divide and Conquer for the Set-Covering Problem. Evolutionary Computing, AISB Workshop 1996: 198-208

Emma Collingwood, David Corne, Peter Ross: Useful Diversity via Multiploidy. International Conference on Evolutionary Computation 1996: 810-813

Alasdair Turner, David Corne, Graeme Ritchie, Peter Ross: Obtaining Multiple Distinct Solutions with Genetic Algorithm Niching Methods. PPSN 1996: 451-460

Dae Gyu Kim, David Corne, Peter Ross: Industrial Plant Pipe-Route Optimisation with Genetic Algorithms. PPSN 1996: 1012-1021

David Corne, Peter Ross: Some Combinatorial Landscapes on which a Genetic Algorithm Outperforms Other Stochastic Iterative Methods. Evolutionary Computing, AISB Workshop 1995: 1-13

Peter Ross, David Corne: Comparing Genetic Algorithms, Simulated Annealing, and Stochastic Hillclimbing on Timetabling Problems. Evolutionary Computing, AISB Workshop 1995: 94-102

Kazuhiro Kado, Peter Ross, David Corne: A Study of Genetic Algorithm Hybrids for Facility Layout Problems. ICGA 1995: 498-505

David Corne, Peter Ross: Peckish Initialisation Strategies for Evolutionary Timetabling. PATAT 1995: 227-240

Peter Ross, David Corne, Hugo Terashima-Marín: The Phase-Transition Niche for Evolutionary Algorithms in Timetabling. PATAT 1995: 309-324

David Corne, Peter Ross, Hsiao-Lan Fang: Fast Practical Evolutionary Timetabling. Evolutionary Computing, AISB Workshop 1994: 250-263

Hsiao-Lan Fang, Peter Ross, David Corne: A Promising Hybrid GA/Heuristic Approach for Open-Shop Scheduling Problems. ECAI 1994: 590-594

Tim Smithers, David Corne, Peter Ross: On computing exploration and solving design problems. Formal Design Methods for CAD 1994: 293-313

Peter Ross, David Corne, Hsiao-Lan Fang: Improving Evolutionary Timetabling with Delta Evaluation and Directed Mutation. PPSN 1994: 556-565

Hsiao-Lan Fang, Peter Ross, David Corne: A Promising Genetic Algorithm Approach to Job-Shop SchedulingRe-Schedulingand Open-Shop Scheduling Problems. ICGA 1993: 375-382

Brian Logan, David Corne, Tim Smithers: The Edinburgh Designer System: An Architecture for Solving Ill-Structured Problems. ECAI 1992: 282-286