2010
- Bonabeau, E., Corne, D., Knowles, J. Poli, R. (eds.) (2010)
Theoretical Computer Science C: Special Issue on Swarm Intelligence:
State of the Art, 2010, to appear
- Bonabeau, E., Corne, D., Poli, R. (eds.) (2010) Natural
Computing journal: Special Issue on Swarm Intelligence: State of the
Art, 2010, to appear.
- Corne, D. (ed): Volume VI: Broader Perspective (~400pp), a volume
of the Handbook of Natural Computing, Rozenberg, Grzegorz; Bäck, Thomas; Kok,
Joost N. (Eds), to appear 2010.
- D. Corne, K. Deb, J. Knowles, X. Yao, (2010) Selected Applications of
Natural Computing, in Handbook of Natural Computing (Rozenberg, Back, Kok (eds),
Volume VI: Broader Perspective. pdf (to
appear)
- D. Corne, A. Reynolds, E. Bonabeau (2010) Swarm Intelligence, in
Handbook of Natural Computing (Rozenberg, Back, Kok (eds), Volume VI:
Broader Perspective. pdf
(to appear)
- Hawasly, M., Corne, D., Roaf, S. (2010) Social
networks save energy: optimizing energy consumption in an ecovillage via
agent-based simulation, Architectural Science Review, 53(1):
126--140. (pre-publication version)
- D. Lohpetch, D. Corne (2010) Outperforming Buy-and-Hold with Evolved
Technical Trading Rules: Daily, Weekly and Monthly Trading, EvoApplications
2010, 10pp, Springer LNCS, to appear.
submitted
version
- Luo, S., Corne. D. (2010)
Comparing Feature Bias and Feature
Selection Strategies for Many-Attribute Machine Learning, IASTED Conf on AI
and Applications, AIA 2010.
- A. Waldock, D. Corne (2010) Multi-Objective Probability Collectives,
EvoApplications 2010, Springer LNCS, 10pp. submitted
version
2009
-
P. Frisco, D. Corne, G. Paun, G. Rozenberg, A. Salomaa. Membrane
Computing, International Workshop, WMC9, Edinburgh, UK, 2008, Selected
Papers, volume 5391 of Lecture Notes in Computer
Science. Springer-Verlag, 2009.
-
M. Hijaze, D. Corne (2009) An Investigation of Topologies and
Migration Schemes for Asynchronous Distributed Evolutionary
Algorithms,
in World Congress on Nature and Biologically Inspired Computing (NABIC)
2009, IEEE Press, to appear.
submitted
version
-
J. Knowles, D. Corne, A. Reynolds (2009) Noisy Multiobjective
Optimization on a Budget of 250 Evaluations, in
Evolutionary Multi-Criterion Optimization
5th International Conference, EMO 2009, Nantes, France, April 7-10,
2009. Proceedings, pp. 36--50.
-
B. Koohestani and D. Corne (2009) An Improved Fitness Function and Mutation Operator for Metaheuristic
Approaches to the Bandwidth Minimization Problem
AIP Conf. Proc. -- April 16, 2009 -- Volume 1117, pp. 21-28
BICS 2008: Proceedings of the 1st International Conference on
Bio-Inspired Computational Methods Used for Solving Difficult
Problems: Development of Intelligent and Complex Systems;
doi:10.1063/1.3130627
-
D. Lohpetch, D. Corne (2009) Discovering Effective Technical Trading
Rules with Genetic Programming: Towards Robustly Outperforming Buy-and-Hold,
in World Congress on Nature and Biologically Inspired Computing
(NABIC)
2009, IEEE Press, to appear.
submitted
version
-
A. Reynolds, D. Corne, B. de la Iglesia, (2009)
A multiobjective GRASP for rule selection,
in Genetic And Evolutionary Computation Conference archive
Proceedings of the 11th Annual conference on Genetic and evolutionary
computation table of contents
Montreal, Québec, Canada, pp. 643--650.
-
GuLeng Sheri, David Corne (2009) Evolutionary Optimization Guided by
Entropy-Based Discretization, in APplications of Evolutionary
Computing,
Springer LNCS vol 5484, pp. 695--704. pdf
-
A. Vella, D. Corne, C. Murphy (2009) Hyper-heuristic Decision Tree
Induction, in
World Congress on Nature and Biologically Inspired Computing
(NABIC)
2009, IEEE Press, to appear. submitted
version
2008
-
D. W. Corne, P. Frisco (2008) Dynamics of HIV infection studied
with Cellular Automata and conformon-P systems, BioSystems (special issue) 91 (3), 2008, pp. 531-544. .pdf
- M.N.R. Daud, D.W. Corne (2008) Readable and Accurate Rulesets with
ORGA, in Proc. PPSN 2008, Springer LNCS, to appear.
- Sheri Guleng and David Corne, (2008)
"The Simplest Evolution/Learning Hybrid: LEM with KNN", IEEE Congress on Evolutionary
Computation, Hong Kong, June,1-6, 2008. to
appear
-
Feature
Selection Strategies for Poorly Correlated Data: Correlation Coefficient
Considered Harmful, in Kazovsky et al (eds.), Proceedings of the 7th
WSEAS Int’l Conf. on Artificial Intelligence, Knowledge Engineering and
Databases (AIKED'08),
Cambridge, UK, WSEAS Press, pp. 226—231, ISBN: 978-960-6766-41-1, ISSN:
1790-5109. pdf
- Rollings, G., Corne, D. (2008) Relative
Distance Identification in “Smart Dust” Networks for Environmental
Modelling, in Proceedings of the 7th WSEAS Int’l Conf. on Artificial Intelligence,
Knowledge Engineering and Databases (AIKED'08), Cambridge, UK, WSEAS Press, pp. 289—294, ISBN:
978-960-6766-41-1, ISSN: 1790-5109.
- Rollings, G., Corne, D. (2008) Intelligent Operators for
Localisation of Dynamic Smart Dust Networks, in Proc. of Hybrid
Intelligent Systems 2008 (HIS 2008), IEEE CIS Press, to appear.
2007
- Corne, D., Knowles,
J.D. (2007) Techniques for Highly Multiobjective Optimisation: Some Nondominated Points are Better
than Others, in Proc GECCO 2007.
pdf
- Daud, M., Corne, D.
(2007) Human Readable Rule Induction In Medical Data Mining: A Survey Of
Existing Algorithms, Proc. of WSEAS European Computing Conference, 2007,
Springer Verlag.
- Fogel, G., Corne, D.,
Pan, Y. (eds.) (2007) Computional
Intelligence in Bioinformatics, Wiley-IEEE Press.
-
P. Frisco, D. W. Corne, (2007) Modeling the
dynamics of HIV infection with conformon-P systems and cellular
automata, Eighth
Workshop on Membrane Computing, 2007, LNCS 4860, pp. 21-3
- Knowles, J.D., Corne, D.W.(2007) Quantifying the effects of objective space dimension in
evolutionary multiobjective optimisation, in Proc. Of EMO 2007, Springer LNCS.
- Knowles, J., Corne, D.
and Deb, K. (eds.) (2007)
Multiobjective Problem Solving from Nature. Springer Natural Computing
Series, Springer-Verlag.
- Lubovac, Z., Corne, D.,
Gamalielsson, J., Olsson, B. (2007) Weighted cohesiveness for
identification of functional modules and their interconnectivity, in Proc.
BIRD, 07, Springer LNBI.
- Pridgeon, C., Corne, D.
(2007) Characterising DNA/RNA Signals with Crisp
Hypermotifs: a Case Study on Core Promoters, to appear in Proc of EvoBio 2007, LNCS
- Shaker, K., Corne, D., Everson, R. (2007) Investigating Hybrids of Evolutionary Search and Linear
Discriminant Analysis for Authorship Attribution, in Proc. of IEEE
Congress on Evolutionary Computation, 2007.
- Various including Corne
(eds) (2007) Proceedings of EvoBio, LNCS.
2006
- David Corne, Gary Fogel, Jagath C. Rajapakse,
Lipo Wang (2006) Editorial for special issue on "Soft Computing
for Bioinformatics and Medical Informatics". Soft Comput. 10(4):
285-286. ISSN 1432-7643
- Haines, R. and Corne, D.W. (2006) Evolving novel
and effective treatment plans in the context of infection dynamics models:
illustrated with HIV and HAART therapy, in Parallel Problem Solving
from Nature - PPSN IX, Springer LNCS, to appear.
- Joshi, B., Browne, W., Corne, D.W. (2006)
Developing greedy and adaptive algorithms for practical laboratory
resource scheduling problems, in I.C. Parmee (ed.) Adaptive Computing
in Design and Manufacture 2006, published by IP-CC, pp. 263—266. ISBN
0-9552885-0-9
- Rowe, W., Corne, D.W. and Knowles, J. (2006)
Developing Landscape State Machines for Improved Algorithm Performance Prediction. In Proc.
Of the IEEE Congress on Evolutionary Computation (CEC 2006).
to appear.
- Shackelford, M., Corne, D. (2006) Reducing
interaction fatigue in an interactive evolutionary system, in I.C. Parmee
(ed.) Adaptive Computing in Design and Manufacture 2006, published
by IP-CC, pp. 223—230, ISBN 0-9552885-0-9.
- Soak, S.-M. Corne, D.W.
Ahn, B.-H. (2006) On a Property Analysis of
Representations for Spanning Tree Problems, Artificial Evolution: 7th
International Conference, Evolution Artificielle, EA 2005, Springer LNCS
vol 3871, pp. 107—118. ISBN 3-540-33589-7
- Soak, S.-M. Corne, D.W.
Ahn, B.-H. (2006) The Edge-Window-Decoder
Representation for Tree-Based Problems, IEEE Transactions on
Evolutionary Computation, 10(2): 124—144. ISSN 1089-778X
- Weal, P., Corne, D., Murphy, C. (2006) Optimisation
of CDMA-Based Mobile Telephone Networks: Algorithmic Studies on Real-World
Networks, in Parallel Problem
Solving from Nature - PPSN IX, Springer LNCS, to appear.
2005
- Emma Hart, Peter Ross, David Corne, Evolutionary
Scheduling: A Review, Genetic Programming and Evolvable Machines,
6(2):191—220, ISSN : 1389-2576.
- Jourdan, Corne, Savic, Walters, (2005)
Preliminary Investigation of the Learnable Evolution Model for
Faster/Better Multiobjective Water Systems Design, in Proc. 3rd
Evolutionary Multiobjective Optimization conference, 2005, Spinger LNCS
vol 3410, pp. 841--850. ISBN: 3-540-24983-4
- Jourdan, Corne, Savic, Walters, Hybridising rule
induction and multiobjective evolutionary search for optimizing water
distribution systems, to appear in Proc of the 4th Hybrid Intelligent
Systems conference, published in 2005 by IEEE Computer Society
Press. Pp. 434—439, ISBN 0-7695-1916-4
- Jourdan, L., Corne, D.W., Savic, D.A. and
Walters, G.A. (2005) LEMMO: Hybridising Rule Induction and NSGAII for
Multi-Objective Water Systems Design, in Proc. of the Eight International
Conference on Computing and Con-trol for the Water Industry, CCWI2005,
Savic, D.A., Walters, G.A., King, R. and Khu, S-T. (eds.), University of Exeter, UK, Vol. 2, pp. 45-50
- Juliusdottir, T., Keedwell, E., Corne, D.,
Narayanan, A. (2005) Hypermotifs Two-Phase EA/k-NN for Feature Selection
and Classification in Cancer Microarray Datasets, Proceedings of the 2005 IEEE Symposium on Computational
Intelligence in Bioinformatics and Computational Biology, IEEE CS
Press, ISBN: 0-7803-9387-2
- Oates, Corne, Kell, Observed dynamics of
large-scale parallel evolutionary algorithms with implications for protein
engineering, in K.C. Tan et al (eds.), Recent Advanced in Simulated
Evolution and Learning, World Scientific, 2005, pp. 208—229. ISBN:
9812389520
- Pridgeon, C. and Corne, D. (2005) Hypermotifs: Novel Discriminatory
Patterns for Nucleotide Sequences and their Application to Core Promoter
Prediction in Eukaryotes, Proceedings
of the 2005 IEEE Symposium on Computational Intelligence in Bioinformatics
and Computational Biology, IEEE CS Press, 1- 7, ISBN: 0-7803-9387-2
- Pritchard, Corne, Kell, Rowland, Wilson, (2005) A general model of error-prone PCR, Journal of Theoretical Biology,
234(4):497-509. ISSN 00225193
- Raidl, G.R.; Cagnoni, S.; Branke, J.; Corne,
D.W.; Drechsler, R.; Jin, Y.; Johnson, C.G.; Machado, P.; Marchiori, E.;
Rothlauf, F.; Smith, G.D.; Squillero, G. (Eds.), Applications of
Evolutionary Computing. EvoWorkshops 2005, Lausanne, Switzerland, 2005, Proc., Lecture Notes in Computer Science
vol 3449, Springer-Verlag, 2005. ISBN: 3-540-25396-3
- Sinka, M.P., and Corne, D.W. (2005), The
BankSearch web document dataset: investigating unsupervised clustering and
category similarity, in Journal of Network and Computer Applications, 28
(2):129—146. ISSN 1084-8045
- S. M. Soak, D. Corne and B. H. Ahn, (2005) A New
Evolutionary Algorithm for Spanning-Tree Based Communication Network
Design, IEICE Transactions on Communications 2005 E88-B(10):4090-4093,
ISSN 0916-8516
- Taylor, Corne, Innate and acquired immunity in real-time
systems, to appear in Proc of the 4th Hybrid Intelligent Systems
conference, published in 2005 by IEEE Computer Society Press.pp. 390—395,
ISBN 0-7695-1916-4
- Taylor, Corne, Refrigerant leak prediction
is supermarkets using evolved neural networks, in K.C. Tan et al (eds.),
Recent Advanced in Simulated Evolution and Learning, World Scientific,
2005, pp. 643—661. ISBN: 9812389520
2004
- Corne, D., Pridgeon, C. (2004) Investigating
issues in the reconstructability of genetic regulatory networks, in Proc
IEEE CEC 2004, IEEE Press.
- Phil Dixon, David Corne and Martin Oates (2004)
Encouraging compact rulesets from XCS for enhanced data mining,,
chapter in L. Bull (ed.), Applications of Learning Classifier Systems,
Springer, 2004.
- Phil Dixon, David Corne and Martin Oates.
Strategies and Techniques to Combat Over-Generality in a Learning
Classifier System, to appear in Proc. Of the 2003 International Workshop
on Learning Classifier Systems, Springer-verlag LNCS, 2004.
- Glover, N., Corne, D., Liu, K. (2004) Information
Technology and Artificial Intelligence, in D. Clements-Croome (ed.)
Intelligent Buildings, Thomas Telford Ltd.
- Gulliford SL Webb S Rowbottom CG Corne DW Dearnaley DP. (2004)
Use of artificial neural networks to predict biological outcomes for
patients receiving radical radiotherapy of the prostate. Radiother
Oncol 2004 Apr; 71: 3-12.
- Knowles, J.D. and Corne, D.W. (2004) Bounded
Pareto Archiving: Theory and Practice. X. Gandibleux, M. Sevaux, K.
Sorensen and V. T'kindt (Eds.), Metaheuristics for Multiobjective
Optimisation, Lecture Notes in Economics and Mathematical Systems, Volume
535, Springer.
- Knowles, J. and Corne, D. (2004) Memetic
Algorithms for Multiobjective Optimization: Issues, Methods and Prospects.
In Recent Advances in Memetic Algorithms. Krasnogor, N., Smith, J.E., and
Hart, W.E. (eds). Springer (to appear Spring 2004).
- Oates, M.J., Corne, D.W., Kell, D.B. (2004)
Observed Dynamics of Large-Scale Parallel Evolutionary Algorithms with
Implications for Protein Engineering, in K.C. Tan et al (eds.) Recent
Advances in Simulated Evolution and Learning, World Scientific, pp.
208—229.
- Pridgeon, C. and Corne, D. (2004) Genetic Network
Reverse-Engineering and Network Size; Can We Identify Large GRNs?, in
Proceedings of the IEEE Symposium on Computational Biology and
Bioinformatics, IEEE Press, 2004.
- Raidl, G.R.; Cagnoni, S.; Branke, J.; Corne,
D.W.; Drechsler, R.; Jin, Y.; Johnson, C.G.; Machado, P.; Marchiori, E.;
Rothlauf, F.; Smith, G.D.; Squillero, G. (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, Vol. 3005,
Springer-Verlag, 2004
- Shackelford, M., Corne, D. (2004) A technique for
evaluation of interactive evolutionary systems, Proc. Of 5th ACDM,
Springer verlag.
- Mark P. Sinka, and David W. Corne, (2004)
Measuring Effectiveness of Text-Decorated HTML Tags in Web Document
Clustering, in Proceedings of the IADIS International WWW/Internet 2004 Conference, Madrid, Spain, 2004.
- Mark P. Sinka, and David W. Corne, (2004)
Evolving Document Features for Web Document Clustering: A Feasibility
Study, in Proceedings of the IEEE Congress of Evolutionary Computation, Portland,
USA, 2004.
- S. M. Soak, D. Corne and B. H. Ahn, (2004)
A New Encoding for the Degree Constrained Minimum Spanning Tree, in Proc KES 2004, Springer Verlag
- Soak, S.-M., Corne, D. and Ahn, B.-H, (2004) A
Powerful New Encoding for Tree-Based Combinatorial Optimisation Problems,
PPSN VIII, Springer Verlag, 2004
- Taylor, D. and Corne, D.W. (2004)
Refrigerant Leak Prediction in Supermarkets using Evolved Neural Networks,
in K.C. Tan et al (eds.) Recent Advances in Simulated Evolution and
Learning, World Scientific, pp. 643—661.
2003
- Cooper LR, Corne DW, Crabbe MJ. (2003) Use of a
novel Hill-climbing genetic algorithm in protein folding simulations.
Comput Biol Chem. 2003 Dec;27(6):575-80.
- Crabbe MJ, Cooper LR, Corne DW. (2003) Use of
essential and molecular dynamics to study gammaB-crystallin unfolding
after non-enzymic post-translational modifications. Comput Biol Chem. 2003
Oct;27(4-5):507-10.
- David Corne, Kalyanmoy Deb, Peter Fleming and
Joshua Knowles (2003 ‘The good of the many outweighs the good of the one:
evolutionary multiobjective optimization’, coNNectionS, 1(1): 9-13, ISSN
1543-4281. (Feature article in first issue of coNNectionS, the quarterly
newsletter of the IEEE Neural Networks Society.)
- David Corne and Joshua Knowles (2003) ‘Some
multiobjective optimisers are better than others’, in 2003 Congress
on Evolutionary Computation: CEC 2003, Proceedings. Vol. 4, IEEE Press, Piscataway, NJ, USA, 2003: 2506–2512. ISBN: 0-7803-7804-0.
- David Corne and Joshua Knowles (2003) ‘No free
lunch and free leftovers theorems for multiobjective optimization
problems’, in Evolutionary Multi-Criterion Optimization (EMO 2003) Second
International Conference, Faro, Portugal, April 2003, Proceedings. Berlin, Springer-Verlag, pp. 327–341.
- David Corne, Martin Oates and Douglas Kell (2003)
‘Landscape state machines: tools for evolutionary algorithm performance
analyses and landscape/algorithm mapping’, in G Raidl et al, eds.,
Applications of Evolutionary Computing; Evoworkshops 2003. Berlin, Springer Verlag LNCS vol 2611, pp. 188–199.
- David Corne, Martin Oates and Douglas Kell (2003)
Fitness gains and mutation patterns: deriving mutation rates by exploiting
landscape data, in K De Jong, R Poli and J Rowe, eds., Foundations of
Genetic Algorithms 2003, San Francisco, Morgan Kaufmann, pp. 347—364.
ISBN: 0-12-208155-2.
- Philip Dixon, David Corne and Martin Oates (2003)
‘Replacing generality with coverage for improved learning classifier
systems’, in Ajith Abraham, Mario Köppen and Katrin Franke, eds., Design and
Application of Hybrid Intelligent Systems. Amsterdam, IOS Press, 2003: 185–193. ISBN: 1-58603-394-8.
- Philip Dixon, David Corne and Martin Oates, (2003
‘A ruleset reduction algorithm for the XCS learning classifier system, in
P L Lanzi, W Stolzmann and S Wilson, eds., Learning Classifier Systems:
5th International Workshop, IWLCS 2002, Granada, Spain, September 7-8,
2002, Revised Papers. Berlin, Springer-Verlag.
- Gary Fogel and David Corne, eds. (2003)
‘Computational Intelligence in Bioinformatics’, Special Issue of
BioSystems: Journal of Biological and Information Processing Sciences,
volume 72 nos. 1—2, November 2003. 200pp. ISSN 0303-2647.
- J. Knowles and D. Corne ‘Properties of an
adaptive archiving algorithm for storing nondominated vectors’. IEEE Trans
Evolutionary Computation, 7(2), pp. 100-116. ISSN 1089-778X
- Joshua Knowles and David Corne (2003) ‘Instance
Generators and Test Suites for the Multiobjective Quadratic Assignment
Problem’. In Evolutionary Multi-Criterion Optimization (EMO 2003) Second
International Conference, Faro, Portugal, April 2003, Proceedings. Berlin, Springer-Verlag, LNCS, pp. 295–310.
- Joshua Knowles, David Corne and Mark Fleischer
(2003) ‘Bounded archiving using the Lebesgue measure’, in 2003
Congress on Evolutionary Computation: CEC 2003, Proceedings. Vol. 4, IEEE Press, Piscataway, NJ, USA, 2003: 2490–2497. ISBN: 0-7803-7804-0.
- Günther Raidl, Stefano Cagnoni, Juan Romero
Cardalda, David Corne, Jens Gottleib, Alex Guillot, Emma Hart, Colin
Johnson, Elena Marchiori, Jean-Arcady Meyer and Martin Middendorf, eds.
(2003) Applications of Evolutionary Computing; Evoworkshops 2003. Berlin,
Springer Verlag, LNCS vol 2611, 709pp.
- Peter Ross, Emma Hart and David Corne (2003)
Genetic algorithms and timetabling’, in Ashish Ghosh and Shigeyoshi
Tsutsui, eds., Advances in Evolutionary Computing: Theory and
Applications, Springer, pp. 755—772. ISBN: 3-540-43330-9.
- Richard Sibly, Andrew Meade, Nicola Boxall, Mike
Wilkinson, David Corne and John Whitaker (2003) ‘The structure of interrupted
human AC microsatellites’, Molecular Biology and Evolution, 20(3):
453–459.
- Mark Sinka and David Corne (2003) ‘Evolving
better stoplists for document clustering and web intellience’, in Ajith
Abraham, Mario Köppen and Katrin Franke, eds., Design and Application of
Hybrid Intelligent Systems. Amsterdam, IOS Press, 2003: 1015–1023. ISBN:
1-58603-394-8.
- Mark Sinka and David Corne (2003), Towards
modernised and web-specific stoplists for web document analysis, in
Proceedings if IEEE/WIC International Conference on Web Intelligence
(WI’03). IEEE Conference on Web Intelligence, Halifax, Canada. IEEE Press, pp. 396—402.
- Dan Taylor and David Corne, (2003) An
Investigation of the Negative Selection Algorithm for Fault Detection in
Refrigeration Systems, in Jon Timmis, Peter J. Bentley, Emma Hart (Eds.):
Artificial Immune Systems, Second International Conference, ICARIS 2003,
Edinburgh, UK, September 1-3, 2003, Proceedings. Lecture Notes in Computer
Science 2787 Springer 2003, pp. 34—45 ISBN 3-540-40766-9
2002
- Bentley, P., Corne, D.W. (eds.) (2002) Creative
Evolutionary Systems, Special Issue of International Journal of AI and
Complex Problem Solving Technologies, 16(2). 155pp, 2002, ISSN
0924-669X.
- Corne, D.W. (2002) Genetic Algorithms, entry in
Pagel (ed.), Encyclopedia of Evolution, OUP, pp. 390-393, ISBN
0-19-512200-3, 2002.
- Corne, D.W. and Fogel, G. (2002) An Introduction
to Biology and Bioinformatics for Computer Scientists, in Fogel, Corne
(eds) Evolutionary Computation in Bioinformatics, Morgan Kaufmann, Morgan
Kaufmann, pp. 3--18, ISBN 1-55860-797-8, 2002.
- Corne, D.W., Fogel, G.B., Hart, W., Knowles, J.,
Krasnogor, N., Roy, R., Smith, J., Tiwari, A. (2002) Advances in Nature
Inspired Computation: The PPSN VII Workshops, PEDAL, Reading, 49pp., ISBN
0-9543481-0-9, 2002.
- Corne, D.W., Oates, M.J., Kell, D.B. (2002) On
fitness distributions and expected fitness gain of mutation rates in
evolutionary algorithms, in Parallel Problem Solving from Nature - PPSN VII, Springer LNCS 2439, pp. 132--141, ISBN 3-540-44139-5,
2002.
- Dixon, P.W., Corne, D.W., Oates, M.J. (2002) A
Preliminary Investigation of Modified XCS as a Generic Data Mining Tool',
in P.L Lanzi, W.
Stolzmann , and
S.W.Wilson (Eds.): IWLCS 2001, LNAI 2321, pp. 133-150, 2002. Springer-Verlag Berlin Heidelberg 2002. ISBN 3-540-43793-2.
- Dixon, P.W., Corne, D.W., Oates, M.J. (2002)
Enhancing real-world applicability by providing confidence in prediction
in the XCS classifier system, in Abraham, A., Ruiz-del-Solar, J., Koeppen,
M. (eds.), Soft Computing Systems: Design, Management and Applications,
Volume 87 of Frontiers in Artificial Intelligence and Applications, ISBN:
1 58603 297 6, 2002, pp. 290-299.
- Fogel, G. and Corne, D.W. (2002) An Introduction
to Evolutionary Computation for Biologists, in Fogel, G.B. and Corne, D.W.
(eds.) Evolutionary Computation in Bioinformatics, Morgan Kaufmann, pp.
19--38, ISBN 1-55860-797-8, 2002.
- Fogel, G. and Corne, D.W. (eds.) (2002)
Evolutionary Computation in Bioinformatics, Morgan Kaufmann, 393pp,
1-55860-797-8, 2002.
- Gulliford, S., Corne, D.W., Rowbottom, C. and
Webb, S. (2002) Generating compensation designs for tangential breast
irradiation with artificial neural networks, Phys. Med. Bio.,
47(2):277--288.
- Gulliford, S., Corne, D.W., Rowbottom, C. Webb,
S. (2002) Artificial neural networks to design compensators for tangential
breast irradiation, Radiotherapy and Oncology, 61, supplement 1, S60,
presented at the Biennial ESTRO Meeting, Physics for Clinical Radiotherapy
and Radiation Technology for Clinical Therapy, Seville, Spain, September
2001.
- Gulliford, S., Webb, S., Rowbottom, C. and Corne,
D.W. (2002) Predicting outcomes for prostate patients using artificial
neural networks, Medical Physics, 29(6): p. 1324, presented at the 44th
AAPM Annual Meeting 2002.
- Knowles, J., Corne, D.W. (2002) A Proof of the
Incorrectness of Zhou and Gen's Method for Enumerating Non-Dominated
Spanning Trees, European Journal of Operational Research, 143(3), 543-545.
- Knowles, J.D., Corne, D.W. (2002) A Memetic
Method for Multiobjective Optimisation, International Patent Application,
World Intellectual Property Organisation, International Publication Number
WO 02/03716 A1, January 2002
- Knowles, J.D., Corne, D.W. (2002) On Metrics for
Comparing Non-Dominated Sets , Proc. of the 2002 IEEE Congress on
Evolutionary Computation, IEEE Press, pp. 711-716, ISBN 0-7803-7278-6,
2002.
- Knowles, J.D., Corne, D.W. (2002) Towards
landscape analyses to inform the design of a hybrid local search for the
multiobjective quadratic assignment problem, in Abraham, A.,
Ruiz-del-Solar, J., Koeppen, M. (eds.), Soft Computing Systems: Design,
Management and Applications, Volume 87 of Frontiers in Artificial
Intelligence and Applications, ISBN: 1 58603 297 6, 2002, pp. 271-279.
- Meade, A.P, Corne, D.W., Sibly, R.M. (2002)
Discovering Patterns in Microsatellite Flanks with Evolutionary
Computation by Evolving Discriminatory DNA Motifs, Proc. of the 2002 IEEE Congress on
Evolutionary Computation, IEEE Press, ISBN 0-7803-7278-6, pp. 1-6, 2002.
- Oates, M.J., Corne, D.W., Kell, D.B. (2002) The
bimodal feature at large population sizes and high selection pressure:
implications for directed evolution, in Proceedings of the 4th
Asia-Pacific Conference on Simulated Evolution and Learning (SEAL '02)
vol. 1, Wang, L., Tan, K.C., Furuhashi, T., Kim, J-H., Yao, X. (eds.),
Nanyang Technological University, Singapore, ISBN: 981-04-7522-5, pp.
81-85, 2002.
- Ross, P.M., Hart, E., Corne, D.W. (2002) Genetic
Algorithms and Timetabling, in A. Ghosh and S. Tsutsui (eds.) Advances in
Evolutionary Computation: Theory and Applications, Springer Verlag, pp.
755-772, ISBN 3-540-43330-9.
- Sinka, M.P., Corne, D.W. (2002) A large benchmark
dataset for web document clustering, in Abraham, A., Ruiz-del-Solar, J.,
Koeppen, M. (eds.), Soft Computing Systems: Design, Management and
Applications, Volume 87 of Frontiers in Artificial Intelligence and
Applications, ISBN: 1 58603 297 6, 2002, pp. 881-890.
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evolutionary algorithm for DNA
sequence determination from sequencing-by-hybridisation experiments, in
Proceedings of the 4th Asia-Pacific Conference on Simulated Evolution and
Learning (SEAL '02) vol. 2, Wang, L., Tan, K.C., Furuhashi, T., Kim, J-H.,
Yao, X. (eds.), Nanyang Technological University, Singapore, ISBN: 981-04-7522-5,
pp. 434-438, 2002.
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proediction in supermarkets using evolved neural networks, in Proceedings
of the 4th Asia-Pacific Conference on Simulated Evolution and Learning
(SEAL '02) vol. 2, Wang, L., Tan, K.C., Furuhashi, T., Kim, J-H., Yao, X.
(eds.), Nanyang Technological university, Singapore, ISBN: 981-04-7522-5,
pp. 507-511, 2002.
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J. (2002) Predicting alarms in supermarket refrigeration systems using
evolved neural networks and evolved rulesets., Proc. of the 2002 IEEE
Congress on Evolutionary Computation, IEEE Press, ISBN 0-7803-7278, pp.
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2001
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Evolutionary Systems., Morgan Kaufmann: San Francisco. 576pp. ISBN: 1558606734
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Creative Evolutionary Systems, in Bentley, P. and Corne, D. (eds.)
Creative Evolutionary Systems, Morgan Kaufmann, pp. 1--75. ISBN:
1558606734
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PESA-II: region-based selection in evolutionary multiobjective
optimization (2001) in L. Spector, E.D. Goodman, A. Wu, W.B. Langdon, H-M.
Voigt, M. Gen, S. Sen, M. Dorigo, S. Pezeshk, M.H. Garzon, E. Burke (eds.)
Proceedings of GECCO-2001: Genetic and Evolutionary Computation
Conference, Morgan Kaufmann, pp. 283--290, ISBN 1-55860-774-9
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Artificial Intelligence in Bioinformatics, Computers in Chemistry 26(1),
95pp (special issue), ISSN 00978485.
- Corne, D.W., Martin, A.C.R. (2001) Editorial:
Artificial Intelligence in Bioinformatics, Computers and Chemistry, 26
(1):1--3.
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Core Promoter Signal Motifs, in Proceedings of the 2001 Congress on
Evolutionary Computation, IEEE Press, pp. 1162--1169, ISBN 0-7803-6657-3
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encodings and algorithms for multiobjective spanning tree problems, in Proceedings
of the 2001 Congress on Evolutionary Computation, IEEE Press, pp.
544--551, ISBN 0-7803-6657-3
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Generators and Results for the Multiobjective Degree Constrained Spanning
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Voigt, M. Gen, S. Sen, M. Dorigo, S. Pezeshk, M.H. Garzon, E. Burke (eds.)
Proceedings of GECCO-2001: Genetic and Evolutionary Computation
Conference, Morgan Kaufmann, pp. 424--431, ISBN 1-55860-774-9
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Multiobjectivization, in Zitzler, Deb, Thiele, Coello, Corne (eds.),
Evolutionary Multi-Criterion optimization, Springer LNCS 1993, pp.
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Evolutionary Algorithms to Estimate Transition Rates of Discrete
Characteristics in Phylogenetic Trees, in Proceedings of the 2001 Congress
on Evolutionary Computation, IEEE Press, pp. 1170--1177, ISBN
0-7803-6657-3
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Barriers in Multimodal Search Spaces, in Foundations of Genetic Algorithms
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load balancing using evolutionary computational techniques, Soft Computing
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(2001) Bimodal Performance Profile of Evolutionary Search and the Effects
of Crossover, in Kallel, L., Naudts, B., Rogers, A. (eds.) Theoretical
Aspects of Evolutionary Computing, Springer (series in Natural Computing),
pp 223--237.
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Evolutionary Multi-Project Resource Scheduling, in Proceedings of the 2001
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K., Thiele, L., Coello, C., Corne, D. (eds.) (2001) Evolutionary Multi-Criterion Optimization:
First International Conference, Springer Lecture Notes in Computer
Science, LNCS 1993, Springer., 714pp. ISBN 3-540-41745-1
2000
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Corne, D., Oates, M.J., Hart, E., Lanzi, P., Willem, E.J, Paechter, B. and
Fogarty, T.C. (eds.) (2000), Real-World Applications of Evolutionary
Computing}, Springer Lecture Notes in Computer Science 1803, 396 pp. ISBN
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(2000). The Pareto-Envelope based Selection Algorithm for Multiobjective
Optimisation, in Schoenauer, M., Deb, K., Rudolph, G., Yao, X., Lutton, E., Merelo, J.J. and Schwefel, H-P.
(eds.) Parallel Problem Solving from Nature - PPSN VI, Springer Lecture
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- Corne, D., Knowles, J.D., Oates, M.J. (2000)
Advanced Multiobjective Techniques in Telecommunications, BT Technology
Journal, 18(4):51--65, Special Issue on Nature-Inspired Computation. ISSN
1358-3948
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Telecommunications Optimization: Heuristic and Adaptive Techniques, Wiley,
400pp. ISBN 0-471-98855-3
- Corne, D., Oates, M., Smith, G. (eds) (2000)
Heuristic and Adaptive Computation Techniques in Telecommunications: An
Introduction, in Corne, D., Oates, M. and Smith, G. (eds.)
Telecommunications Optimization: Heuristic and Adaptive Techniques, Wiley,
pp. 1--13. ISBN 0-471-98855-3
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(2000) Genetic Algorithms with Substitution and Re-entry of Individuals,
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ISSN 1327-2314
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Approximating the non-dominated front using the Pareto Archived Evolution
Strategy, Evolutionary Computation, 8(2):149-172. ISSN 1063-6560
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Approach to the Degree Constrained Minimum Spanning Tree Problem, IEEE
Transactions on Evolutionary Computation, 4(2):125--134. ISSN 1089-778X
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Networks for Cancer Radiotherapy, in Chambers, L. (ed.), Practical
Handbook of Genetic Algorithms: Applications 2nd Edition, Chapman Hall/CRC Press, pp. 443--488. ISBN L-58488-240-9
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for Evolutionary Off-line Routing in Telecommunications Networks, in
Whitley, D., Goldber, D., Cantu-Paz, E., Spector, L., Parmee, I. and
Beyer, H-G. (eds.), Proceedings of the Genetic and Evolutionary
Computation Conference (GECCO'00), Morgan Kaufmann, pp. 574--581. ISBN
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Memetic Algorithm for Multiobjective Optimisation, in Proceedings of the
2000 Congress on Evolutionary Computation, IEEE Neural Networks Council,
pp. 325-332. ISBN 0-7803-6375-2
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(2000). On the Assessment of Multiobjective Approaches to the Adaptive
Distributed Database Management Problem, in Schoenauer, M., Deb, K.,
Rudolph, G., Yao, X., Lutton, E., Merelo, J.J. and Schwefel, H-P.
(eds.) Parallel Problem Solving from Nature - PPSN VI, Springer Lecture
Notes in Computer Science, pp. 839--848. ISBN 3-540-41056-2
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Applying Evolutionary Computation to Understanding the Insertion Behaviour
of LINE-1 Retrotransposons in Human DNA, in Proceedings of the 2000 Congress on
Evolutionary Computation, IEEE Neural Networks Council, pp. 274-282. ISBN
0-7803-6375-2
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Evolutionary Approaches to Distributed Database Management, in Corne, D.,
Oates, M., Smith, G. (eds.), Telecommunications Optimization: Heuristic
and Adaptive Techniques, Wiley, pp. 235--264. ISBN 0-471-98855-3
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Multimodal Performance Profiles on the Adaptive Distributed Database
Management Problem, in Cagnoni, S., Poli, R., Li, Y., Smith, G.D., Corne,
D., Oates, M.J., Hart, E., Lanzi, P., Willem, E.J., Paechter, B. and
Fogarty, T.C. (eds.), Real-World Applications of Evolutionary Computing,
Springer Lecture Notes in Computer Science 1803, pp. 224-234. ISBN
3-540-67353-9
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Tri-Phase Multimodal Evolutionary Search Performance Profile on the
Hierarchical If-and-Only-If Problem, in Whitley, D., Goldber, D.,
Cantu-Paz, E., Spector, L., Parmee, I. and Beyer, H-G. (eds.), Proceedings
of the Genetic and Evolutionary Computation Conference (GECCO'00), Morgan
Kaufmann, pp. 339--346. ISBN 1-55860-708-0.
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Tri-Phase Performance Profile of Evolutionary Search on Uni- and
Multi-Modal Search Spaces, in Proceedings of the 2000 Congress on Evolutionary
Computation, IEEE Neural Networks Council, pp. 357-364. ISBN 0-7803-6375-2
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Visualisation of non-ordinal multi-dimensional landscapes, in John, R. and
Birkenhead, R. (eds.), Soft Computing Techniques and Applications,
Springer, pp. 178-185. ISBN 3-7908-1257-9
1999
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Ideas in Optimization}, McGraw-Hill, 525pp.
- J.D. Knowles, D. Corne, The Pareto Archived
Evolution Strategy: A New Baseline Algorithm for Pareto Multiobjective
Optimisation, in CEC'99: Proceedings of the 1999 IEEE Congress on
Evolutionary Computation, IEEE Neural Networks Council, 8pp.
- J.D. Knowles, D. Corne, M. Oates, A New
Evolutionary Approach to the Degree Constrained Minimum Spanning Tree
Problem in GECCO'99: Genetic and Evolutionary Computation Morgan Kaufmann
1pp.
- J.D. Knowles, D. Corne, Local Search,
MultiObjective Optimization, and the Pareto Archived Evolution Strategy,
in Proceedings of the 3rd Australia-Japan Joint Workshop on Evolutionary
Systems, 8pp
- M. Oates, D. Corne, Visualisation of non-ordinal
multi-dimensional landscapes in Recent Advances in Soft Computing,
Springer, 8pp
- M. Oates, D. Corne, R. Loader, Variation in EA
Performance Characteristics on the Adaptive Distributed Database Management
Problem in GECCO'99: Genetic and Evolutionary Computation Morgan Kaufmann
8pp
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Characteristic Bimodal Convergence-time/Mutation Rate Feature in
Evolutionary Searchi n CEC'99:
Proceedings of the 1999 IEEE Congress on Evolutionary Computation, IEEE
Neural Networks Council 8pp.
- Poli, R., Voigt, H-M., Cagnoni, S., Corne, D.,
Smith, G.D. (eds) (1999) Evolutionary Image Analysis, Signal Processing
and Telecommunications Springer LNCS, 225 pp.
1998
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Partition/Timetabling Problem, in Proceedings of ICANNGA'97: The
International Conference on Artificial Neural Networks and Genetic
Algorithms, Springer, 3-211-83087-1, pp 282--285
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Algorithm Techniques on a Collection of Rule Induction Tasks, in\
Proceedings of ICANNGA'97: The International Conference on Artificial
Neural Networks and Genetic Algorithms, Sp\ ringer, 3-211-83087-1, pp
543--546
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Methodist Preaching Timetables in Practice and Theory of Automated
Timetabling II, Springer, 3-540-64979-4, pp 142--155
- J.D. Knowles, D. Corne, J.M. Bishop, Evolutionary
Training of Artificial Neural Networks for Radiotherapy Treatment of
Cancers in Proceedings of the 1998 IEEE International Conference on
Evolutionary Computation IEEE Neural Networks Council, 0-7803-4871-0, pp
398--403
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Approaches to Adaptive Database Management Against Various Quality of
Service Metrics in Parallel Problem Solving frm Nature - PPSN IV Springer
3-540-65078-4 pp 775--784
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Selection for Autonomously Managed Distributed Information Systems in Proceedings
of the 1998 European Confedrence on Artificial Intelligence Wiley pp
670--674
- M.J. Oates, D. Corne, R.J. Loader, Investigating
Evolutionary Approaches for Self-Adaptation in Large Distributed
Databases, Proceedings of the 1998 IEEE International Conference on
Evolutionary Computation, IEEE Neural Networks Council, 0-7803-4871-0, pp
452--457
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Ashbrook, Investigating Evolutionary Optimisation of COnstrained Functions
to Capture Shape Descriptions from Range Data in Advances in Soft
Computing - Engineering Design and Manufacturing Springer-Verlag London
1-85233-062-7 10 pp
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about GA-Based Exam Timetabling in Practice and Theory of Automated
Timetabling II, Springer, 3-540-64979-4, pp 115--129
1997
- D. Corne (1997), Stepping Stones and Hidden
Haystacks: When a Genetic Algorithm Defeats a Hillclimber, in Proceedings
of the 1997 IEEE International Conference on Evolutionary Computation,
IEEE Neural Networks Council, pp. 139--142.
- D. Corne, J.L. Shapiro (eds.) (1997) Evolutionary
Computing: Selected Papers from the 1997 AISB International Workshop,
Springer Lecture Notes in Computer Science, No. 1305, 306pp.
- D. Corne, P.M. Ross (1997) Practical Issues and
Recent Advances in Job and Open Shop Scheduling, in Evolutionary
Algorithms in Engineering Applications, D. Dasgupta and Z. Michalewicz
(eds.), Springer, pp. 531--546.
- S. Tsutsui, A. Ghosh, D. Corne, Y. Fujimoto
(1997) A Real Coded Genetic Algorithm with an Explore and an Exploiter
Populations, in Proceedings of the 7th International Conference on Genetic
Algorithms, Morgan Kaufmann, pp. 238--245.
1996
- E.Collingwood, D.W.Corne, P.M.Ross (1996) Useful
Diversity via Multiploidy, in Proceedings of the 1996 IEEE Conference on
Evolutionary Computation, Nagoya, Japan, 1996, IEEE Neural Networks
Council, pp. 810--813
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Investigating Multiploidy's Niche in Evolutionary Computing: AISB Workshop
1996, Selected Papers, T.C.Fogarty (ed.), Lecture Notes in Computer
Science 1143, Springer, 1996, pp. 189--197
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Initialisation Strategies for Evolutionary Timetabling, in Practice and
Theory of Automated Timetabling, E.K.Burke and P.M.Ross (eds), Lecture
Notes in Computer Science 1153, Springer, 1996, pp. 227--240
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Algorithm for Job-Shop Problems with Various Schedule Quality Criteria, in
Evolutionary Computing: AISB Workshop 1996, Selected Papers, T.C.Fogarty
(ed.), Lecture Notes in Computer Science 1143, Springer, pp. 39--49.
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Evolutionary Divide and Conquer for the Set-Covering Problem, in
Evolutionary Computing: AISB Workshop 1996, Selected Papers, T.C.Fogarty
(ed.), Lecture Notes in Computer Science 1143, Springer, 198--208.
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Plant Pipe-Route Optimisation with Genetic Algorithms", in Parallel
Problem Solving from Nature - PPSN IV, H-M Voigt, W.Ebeling, I.Rechenberg,
H-P Schwefel (eds.), Lecture Notes in Computer Science 1141, Springer, pp.
1012--1021.
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difficulty of predicting the success of a GA, in Proceedings of the 1st
East-West Conference on Evolutionary Computing, V.Uskov, W.Punch,
E.Goodman (eds.), Russian Academy of Sciences, 1996, pp. 30--41.
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Phase-Transition Niche for Evolutionary Algorithms in Timetabling, in
Practice and Theory of Automated Timetabling, E.K.Burke and P.M.Ross
(eds), Lecture Notes in Computer Science 1153, Springer, 1996, pp.
309--324
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Obtaining Multiple Distinct Solutions with Genetic Algorithm Niching Methods,
in Parallel Problem Solving from Nature - PPSN IV, H-M Voigt, W.Ebeling,
I.Rechenberg, H-P Schwefel (eds.), Lecture Notes in Computer Science 1141,
Springer, pp. 451--460
1995
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Landscapes on which Genetic Algorithms Outperform Other Stochastic
Iterative Methods'', in Fogarty (ed.) Evolutionary Computing: Selected
Papers, Sheffield, 1995}, Springer-Verlag LNCS, 12pp.
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Timetabling'', a chapter in {\em The Practical Genetic Algorithms
Application Handbook}, L. Chambers (ed.), CRC Press, San Francisco, 54 pages, 1995
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Genetic Algorithms for Facility Layout Problems'', in {\em Genetic
Algorithms: Proceedings of the Sixth International Conference}, L.
Eshelman (ed.), Morgan Kaufmann, 8 pages.
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Algorithms, Stochastic Hillclimbing, and Simulated Annealing on Real
Timetabling Problems'', Proceedings of the 2nd AISB Workshop on
Evolutionary Computing, Sheffield, 1995, Springer-Verlag LNCS 12 pages.
1994
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Evolutionary Timetabling'', in {\em Evolutionary Computing: Proceedings of
the 1994 AISB Workshop}, T. Fogarty (ed.), Springer Verlag Lecture Notes
in Computer Science 865, Springer Verlag, 10 pages, 1994.
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GA/Heuristic Approach for Open-Shop Scheduling Problems'', in {\em
Proceedings of ECAI 94: 11th European Conference on Artificial
Intelligence}, A. Cohn (ed.), pp. 590--594, John Wiley and Sons Ltd, 1994.
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Evolutionary Timetabling with Delta Evaluation and Directed Mutation'', in
{\em Parallel Problem Solving From Nature III}, Y. Davidor, H-P. Schwefel, B. Manderick (eds),
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pp. 556--565, 1994.
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Algorithms for Timetabling and Scheduling Problems'', in {\em Proceedings
of Expert 94 Conference}, S.Stols (ed.), Pretoria, South Africa, 9 pages, 1994.
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Genetic Algorithms'', in AISBQ: The Quarterly Newsletter of the
Society for the Study of Artificial Intelligence and Simulation of
Behaviour, special issue on Evolutionary Computation, T. Fogarty (ed.),
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1993
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Modular Exam Scheduling Problem with Genetic Algorithms'', in {\em
Proceedings of the 6th International Conference on Industrial and
Engineering Applications of Artificial Intelligence and Expert Systems},
P. Chung, G. Lovegrove, M. Ali (eds.), Gordon and Breach Science
Publishers, pp. 370--373, 1993.
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Genetic Algorithm Approach to Job-Shop Scheduling, Rescheduling, and
Open-Shop Scheduling Problems'', in {\em Proceedings of the Fifth
International Conference on Genetic Algorithms}, S. Forrest (ed.), Morgan
Kaufmann, pp. 375--382, 1993.
- D.W. Corne, Review of the book: An Introduction
to the Modelling of Neural Networks: P. Peretto, The Computer Journal,
vol. 36 no. 6, pp. 606--6 05, 1993.
1992
- D.Corne, B.S.Logan, T.Smithers: ``A Fundamental
Tradeoff in Intelligent Design Support'', in {\em Proceedings of 6th
International Conference on Systems Research, Informatics and Cybernetics:
Advances in Computer Based Design Environments}, J.Pohl (ed.), I.I.A.S., 6
pages 1992
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Support: On Defeasible Reasoning in Design Support Systems'', in
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433--454, 1992
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Designer System: An Architecture for Solving Ill-Structured Problems'', in
{Proceedings of the 10th European Conference on Artificial Intelligence},
B.Neumann (ed.), Wiley, Chichester, 5 pages, 1992