Genetic Algorithm Decoding for the Interpretation of Infra-red Spectra in Analytical Biotechnology
Created by W.Langdon from
gp-bibliography.bib Revision:1.8098
- @InProceedings{taylor:1998:gadiirsab,
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author = "Janet Taylor and Jem J Rowland and
Richard J Gilbert and Alun Jones and Michael K Winson and
Douglas B Kell",
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title = "Genetic Algorithm Decoding for the Interpretation of
Infra-red Spectra in Analytical Biotechnology",
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booktitle = "Late Breaking Papers at EuroGP'98: the First European
Workshop on Genetic Programming",
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year = "1998",
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editor = "Riccardo Poli and W. B. Langdon and
Marc Schoenauer and Terry Fogarty and Wolfgang Banzhaf",
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pages = "21--25",
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address = "Paris, France",
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publisher_address = "School of Computer Science",
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month = "14-15 " # apr,
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publisher = "CSRP-98-10, The University of Birmingham, UK",
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keywords = "genetic algorithms, genetic programming",
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URL = "http://www.cs.ucl.ac.uk/staff/W.Langdon/ftp/papers/csrp-98-10.pdf",
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size = "5 pages",
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abstract = "This paper presents an initial study into the use of a
modified Genetic Algorithm (GA) in the analysis of
multivariate spectroscopic data that relates to rapid
screening for metabolite overproduction in the context
of process improvement in the pharmaceutical industry.
The development of a GA based method for both
wavelength selection and relationship modelling is
compared with that of a partial Least Squares
Regression (PLS) in the formation of a predictive model
of metabolite concentration. Initial results indicate
that the combination of a GA structure and alternative
mutation strategies is capable of producing a model
that is accurate in terms of predictive ability and
concise in the output expression produced.",
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notes = "EuroGP'98LB part of \cite{Poli:1998:egplb}",
- }
Genetic Programming entries for
Janet Taylor
Jem J Rowland
Richard J Gilbert
Alun Jones
Michael K Winson
Douglas B Kell
Citations