Genetic Programming and Evolutionary Computation Papers
Co-evolution of non-linear PLS model components, Searson, D.P., Willis, M.J. and Montague, G.A.
Journal of Chemometrics, Wiley, 21: 592-603, 2007. doi: 10.1002/cem.1084
Inference of chemical reaction networks using hybrid s-system models, Searson, D.P., Willis. M.J., Horne, S.J. & Wright, A.R.
Chemical Product and Process Modeling, Vol. 2, Article 10, 2007. PDF link
Non-linear PLS using Genetic Programming, Searson, D.
PhD thesis, School of Chemical Engineering and Advanced Materials, University of Newcastle upon Tyne, UK, 2002.
PDF [2 Mb]
Nonlinear continuum regression: an evolutionary approach, McKay,
B., Willis, M.J., Searson, D.P. and Montague, G.A.
Transactions of the Institute of Measurement and Control, Volume
22, Issue 2, pp 125-140
Elsevier Science, ISSN: 0142-3312, 2000.
PDF
Non-linear continuum regression using genetic programming, McKay,
B., Willis, M.J., Searson, D.P. and Montague, G.A.
In Proceedings of the 1st Genetic and Evolutionary Computation Conference
(GECCO-99), Orlando, Florida, USA, July 1999 Banzhaf, W. et. al.
(eds.)
GECCO-99 Proceedings Volume 2 pp. 1106-1111
Morgan Kaufmann 1999. PDF
Improving controller performance using genetically evolved structures
with co-adaptation, Searson, D., Willis, M. and Montague,
G.
In Proceedings of the 18th IASTED International Conference on Modelling,
Identification and Control (MIC 99), Innsbruck, Austria, February 1999 Hamza,
M.H. (ed)
pp. 316-319,
ACTA Press 1999. PDF
Evolutionary design of process controllers, Searson, D.P.,
Montague, G.A. and Willis, M.J
In Proceedings of the 1998 United Kingdom Automatic Control Council International
Conference on Control (UKACC International Conference on Control '98),
University of Wales, Swansea, UK, 1-4 September 1998, IEE Conference Publications Volume 455,
Institution of Electrical Engineers (IEE) 1998.
PDF
Chemical process controller design using genetic programming, Searson,
D.P, Montague, G.A. and Willis, M.J.
In Proceedings of the 3rd Annual Conference on Genetic Programming , Madison,
Wisconsin, USA, July 1998 Koza, J.R. et. al. (eds.)
pp. 359-364
Morgan Kaufmann 1998. PDF
Genetic programming: An introduction and survey of applications, Willis, M., Hiden, H., Marenbach, P. and McKay, B.
In Proceedings of the Second International Conference on Genetic Algorithms in Engineering Systems: Innovations and Applications, GALESIA, Glasgow, UK, 1997, Zalzala, A. (ed.), 1997. PDF
Modelling chemical process systems using a multi-gene genetic programming algorithm, Hinchliffe M.P., Willis M.J., Hiden H., Tham M.T., McKay B., Barton, G.W.
In Genetic Programming: Proceedings of the First Annual Conference (late breaking papers). The MIT Press, USA, 1996.