Use of genetic algorithms with multivariate regression for determination of gelatine in historic papers based on FT-IR and NIR spectral data

Talanta

Volumn 82, Issue 5, 2010, Pages 1784-1790

  Csefalvayova L ^a   Pelikan, M ^b   Kralj Cigic I ^c   Kolar, J ^d   Strli, M ^a  

^a UNIVERSITY COLLEGE LONDON   (United Kingdom)

^b UNIVERSITY OF MISSOURI ST LOUIS   (United States)

^c UNIVERSITY OF LJUBLJANA   (Slovenia)

^d Morana RTD doo   (Slovenia)

Author keywords

Gelatine; Genetic algorithm; Historic paper; Near infrared spectroscopy

Indexed keywords

CHROMATOGRAPHIC ANALYSIS; GENETIC ALGORITHMS; HISTORIC PRESERVATION; HYDROXYPROLINE; LEAST SQUARES APPROXIMATIONS; LIQUID CHROMATOGRAPHY; NEAR INFRARED SPECTROSCOPY; PAPER; REGRESSION ANALYSIS; SPECTROSCOPIC ANALYSIS;

9-FLUORENYLMETHYL CHLOROFORMATE; CHEMOMETRIC DATA ANALYSIS; GELATINE; HISTORIC PAPERS; MULTIVARIATE CALIBRATION; NON-DESTRUCTIVE ANALYSIS; PARTIAL LEAST SQUARES REGRESSION; SPECTROSCOPIC INSTRUMENTATION;

INFRARED DEVICES;

EID: 77957346483     PISSN: 00399140     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.talanta.2010.07.062     Document Type: Article

References (40)

1. K. Garlick AIC Book and Paper Group Annual 5 1986 pp. 94-107
2. A.-L. Dupont J Chromatogr. A 950 2002 113 124
3. P.I. Rose Gelatin H.F. Mark, N. Bikales, C.G. Overberger, G. Menges, J.I. Kroschwitz, Encyclopedia of Polymer Science and Engineering 1987 Wiley New York 488 513
4. D.J. Prockop Collagens W.J. Lennarz, M.D. Lane, Encyclopedia of Biological Chemistry 2004 Academic Press New York 482 487
5. J.E. Eastoe Biochem. J. 61 1955 589 600
6. R.E. Neuman, and M.A. Logan J. Biol. Chem. 186 1950 549 556
7. T.R. Keenan Gelatin R.E. Kirk, D.F. Othmer, Encyclopedia of Chemical Technology 1994 John Wiley & Sons Inc. New York 406 416
8. P.L. Privalov C.B. Anfinsen, J.T. Edsall, F.M. Richards, Advances in Protein Chemistry 1982 Academic Press New York 1 104
9. P.I. Rose T.H. James, The Theory of the Photographic Process 1977 Mcmillan New York/London 51 56
10. A.A. Leach, and J.E. Eastoe A.G. Ward, A. Courts, The Science and Technology of Gelatin 1977 Academic Press London 475 506
11. TAPPI TAPPI Test Methods 1991 Technical Association of the Pulp and Paper Industry Atlanta, GA
12. R.E. Neuman, and M.A. Logan J. Biol. Chem. 184 1950 299 306
13. H. Stegemann, and Hoppe-Seylers Z. Physiol. Chem. 311 1958 41 45
14. F. Li, and C.K. Lim K. Blau, J.M. Halket, Handbook of Derivatives for Chromatography 1993 Wiley Chichester 157 174
15. G. Lunn, and L.C. Hellwig Handbook of Derivatization Reaction for HPLC 1998 Wiley New York
16. J.D. Russell, J.M. Dolphin, and M.D. Koppang Anal. Chem. 79 2007 6615 6621
17. N. Seiler K. Blau, J.M. Halket, Handbook of Derivatives for Chromatography 1993 John Wiley and Sons New York 175 213
18. S. Einarsson, B. Josefsson, and S. Lagerkvist J. Chromatogr. 282 1983 609 618
19. C.H. Stephens, T. Barrett, P.M. Whitmore, J.A. Wade, J. Mazurek, and M. Schilling J. Am. Inst. Conserv. 47 2008 201 215
20. K. Uchida, Y. Kato, and S. Kawakishi J. Agric. Food Chem. 40 1992 9 12
21. T. Trafela, M. Strli, J. Kolar, D.A. Lichtblau, M. Anders, D. Pucko Mencigar, and B. Pihlar Anal. Chem. 79 2007 6319 6323
22. D.A. Lichtblau, M. Strli, T. Trafela, J. Kolar, and M. Anders Appl. Phys. A 92 2008 191 195
23. C.W. Brown, P.F. Lynch, R.J. Obremski, and D.S. Lavery Anal. Chem. 54 1982 1472 1479
24. R. Leardi R. Leardi, Nature-inspired Methods in Chemometrics: Genetic Algorithms and Artificial Neural Networks 2003 Elsevier Boston 169 198
25. J.H. Holland Adaptation in Natural and Artificial Systems 1975 University of Michigan Press Ann Arbor, MI
26. A.S. Fraser Aust. J. Biol. Sci. 10 1957 492 499
27. D.E. Goldberg Genetic Algorithms in Search, Optimization and Machine Learning 1989 Addison-Wesley Massachusetts
28. C.B. Lucasius, and G. Kateman Chemometr. Intell. Lab. Syst. 25 1994 99 145
29. R. Leardi J. Chemometr. 15 2001 559 569
30. Z. Xiaobo, Z. Jiewen, M.J.W. Povey, M. Holmes, and M. Hanpin Anal. Chim. Acta 667 2010 14 32
31. J. Ghasemi, A. Niazi, and R. Leardi Talanta 59 2003 311 317
32. A. Durand, O. Devos, C. Ruckebusch, and J.P. Huvenne Anal. Chim. Acta 595 2007 72 79
33. J.W. Henderson, R.D. Ricker, B.A. Bidlingmeyer, C. Woodward, Agilent Technologies Pub. No. 5980-1193E, 2000.
34. P. Bernado, E. Mylonas, M.V. Petoukhov, M. Blackledge, and D.I. Svergun J. Am. Chem. Soc. 129 2007 5656 5664
35. H. Martens, and T. Naes Partial Least Squares Regression, Mutivariate Calibration 1989 Wiley Chichester
36. M. Badadani, S.V. SureshBabu, and K.T. Shetty J. Chromatogr. B 847 2007 267 274
37. L.M. Hanssen, and K.A. Snail J.M. Chalmers, P.R. Griffiths, Handbook of Vibrational Spectroscopy 2002 Wiley Chichester 1175 1192
38. K. Murayama, B. Czarnik-Matusewicz, Y. Wu, R. Tsenkova, and Y. Ozaki Appl. Spectrosc. 54 9 2000 78 985
39. J. Wang, M.G. Sowa, M.K. Ahmed, and H.H. Mantsch J. Phys. Chem. 98 1994 4748 4755
40. J.S. Shenk, J.J. Workman, and M.O. Westerhaus D.A. Burns, E.W. Ciurczak, Handbook of Near-infrared Analysis 2001 Marcel Dekker New York 419 474