Genetic Algorithm Decoding for the Interpretation of Infra-red Spectra in Analytical Biotechnology

Created by W.Langdon from gp-bibliography.bib Revision:1.6970

@InProceedings{taylor:1998:gadiirsab,

• author = "Janet Taylor and Jem J Rowland and Richard J Gilbert and Alun Jones and Michael K Winson and Douglas B Kell",
• title = "Genetic Algorithm Decoding for the Interpretation of Infra-red Spectra in Analytical Biotechnology",
• booktitle = "Late Breaking Papers at EuroGP'98: the First European Workshop on Genetic Programming",
• year = "1998",
• editor = "Riccardo Poli and W. B. Langdon and Marc Schoenauer and Terry Fogarty and Wolfgang Banzhaf",
• pages = "21--25",
• address = "Paris, France",
• publisher_address = "School of Computer Science",
• month = "14-15 " # apr,
• publisher = "CSRP-98-10, The University of Birmingham, UK",
• keywords = "genetic algorithms, genetic programming",
• URL = "http://www.cs.ucl.ac.uk/staff/W.Langdon/ftp/papers/csrp-98-10.pdf",
• size = "5 pages",
• 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.",
• 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