메뉴 건너뛰기




Volumn 42, Issue 5, 2002, Pages 1146-1153

Wavelength selection for multivariate calibration using a genetic algorithm: A novel initialization strategy

Author keywords

[No Author keywords available]

Indexed keywords

MULTIVARIATE CALIBRATION;

EID: 0036757852     PISSN: 00952338     EISSN: None     Source Type: Journal    
DOI: 10.1021/ci0255228     Document Type: Article
Times cited : (64)

References (29)
  • 2
    • 0030333180 scopus 로고    scopus 로고
    • Genetic algorithm-based method for selecting wavelengths and model size for use with partial least-squares regression: Application to near-infrared spectroscopy
    • Bangalore, A.S.; Shaffer, R.E.; Small, G.W.; Arnold, M.A. Genetic Algorithm-Based Method for Selecting Wavelengths and Model Size for Use with Partial Least-Squares Regression: Application to Near-Infrared Spectroscopy. Anal. Chem. 1996, 68, 4200-4212.
    • (1996) Anal. Chem. , vol.68 , pp. 4200-4212
    • Bangalore, A.S.1    Shaffer, R.E.2    Small, G.W.3    Arnold, M.A.4
  • 3
    • 0031246792 scopus 로고    scopus 로고
    • Variable selection in multivariate calibration of a spectroscopic glucose sensor
    • McShane, M.J.; Cote, G.L.; Spiegelman, C.H. Variable Selection in Multivariate Calibration of a Spectroscopic Glucose Sensor. Appl. Spectrosc. 1997, 51, 1559-1564.
    • (1997) Appl. Spectrosc. , vol.51 , pp. 1559-1564
    • McShane, M.J.1    Cote, G.L.2    Spiegelman, C.H.3
  • 4
    • 0003188418 scopus 로고    scopus 로고
    • Theoretical justification of wavelength selection in PLS calibration: Development of a new algorithm
    • Spiegelman, C.H.; McShane, M.J.; Goetz, M.J.; Motamedi, M.; Yue, Q.L.; Cote, G.L. Theoretical Justification of Wavelength Selection in PLS Calibration: Development of a New Algorithm. Anal. Chem. 1998, 70, 35-44.
    • (1998) Anal. Chem. , vol.70 , pp. 35-44
    • Spiegelman, C.H.1    McShane, M.J.2    Goetz, M.J.3    Motamedi, M.4    Yue, Q.L.5    Cote, G.L.6
  • 5
    • 0002583992 scopus 로고
    • Selection of variables in multiple regression
    • Thomson, M.L. Selection of Variables in Multiple Regression. Int. Stat. Rev. 1978, 46, 1-19.
    • (1978) Int. Stat. Rev. , vol.46 , pp. 1-19
    • Thomson, M.L.1
  • 6
    • 0034675033 scopus 로고    scopus 로고
    • Simultaneous spectrophotometric-multivariate calibration determination of several components of ophthalmic solutions: Phenyl-ephrine, chloramphenicol, antipyrine, methylparaben and thimerosal
    • Collado, M.S.; Mantovani, V.E.; Goicoechea, H.C.; Olivieri, A.C. Simultaneous Spectrophotometric-Multivariate Calibration Determination of Several Components of Ophthalmic Solutions: Phenyl-ephrine, Chloramphenicol, Antipyrine, Methylparaben and Thimerosal. Talanta 2000, 52, 909-920.
    • (2000) Talanta , vol.52 , pp. 909-920
    • Collado, M.S.1    Mantovani, V.E.2    Goicoechea, H.C.3    Olivieri, A.C.4
  • 7
    • 0032988145 scopus 로고    scopus 로고
    • Wavelength selection by net analyte signals calculated with the multivariate factor-based hybrid linear analysis (HLA). A theoretical and experimental comparison with partial least-squares (PLS)
    • Goicoechea, H.C.; Olivieri, A.C. Wavelength Selection by Net Analyte Signals Calculated with the Multivariate Factor-Based Hybrid Linear Analysis (HLA). A Theoretical and Experimental Comparison with Partial Least-Squares (PLS). Analyst 1999, 124, 725-731.
    • (1999) Analyst , vol.124 , pp. 725-731
    • Goicoechea, H.C.1    Olivieri, A.C.2
  • 8
    • 0032215304 scopus 로고    scopus 로고
    • Genetic algorithm-based wavelength selection for the near-infrared determination of glucose in biological matrixes: Initialization strategies and effects of spectral resolution
    • Ding, Q.; Small, G.W.; Arnold, M.A. Genetic Algorithm-Based Wavelength Selection for the Near-Infrared Determination of Glucose in Biological Matrixes: Initialization Strategies and Effects of Spectral Resolution. Anal. Chem. 1998, 70, 4472-4479.
    • (1998) Anal. Chem. , vol.70 , pp. 4472-4479
    • Ding, Q.1    Small, G.W.2    Arnold, M.A.3
  • 10
    • 0344026139 scopus 로고    scopus 로고
    • Kohonen artificial neural networks as a tool for wavelength selection in multicomponent spectrofluorimetric PLS modelling: Application to phenol, o-cresol, m-cresol and p-cresol mixtures
    • Todeschini, R.; Galvani, D.; Vilchez, J.L.; del Olmo, M.; Navas, N. Kohonen Artificial Neural Networks as a Tool for Wavelength Selection in Multicomponent Spectrofluorimetric PLS Modelling: Application to Phenol, o-Cresol, m-Cresol and p-Cresol Mixtures. Trends Anal. Chem. 1999, 18, 93-98.
    • (1999) Trends Anal. Chem. , vol.18 , pp. 93-98
    • Todeschini, R.1    Galvani, D.2    Vilchez, J.L.3    Del Olmo, M.4    Navas, N.5
  • 11
    • 0034868132 scopus 로고    scopus 로고
    • Genetic algorithms in chemometrics and chemistry: A review
    • Leardi, R. Genetic Algorithms in Chemometrics and Chemistry: a Review. J. Chemom. 2001, 15, 559-569.
    • (2001) J. Chemom. , vol.15 , pp. 559-569
    • Leardi, R.1
  • 13
    • 0000807169 scopus 로고    scopus 로고
    • Detection and correction of biased results of individual analytes in multicomponent spectroscopic analysis
    • Ferré, J.; Rius, F.X. Detection and Correction of Biased Results of Individual Analytes in Multicomponent Spectroscopic Analysis. Anal. Chem. 1998, 70, 1999-2007.
    • (1998) Anal. Chem. , vol.70 , pp. 1999-2007
    • Ferré, J.1    Rius, F.X.2
  • 16
    • 0001435079 scopus 로고    scopus 로고
    • Learning optimization from nature. Genetic algorithms and simulated annealing
    • Shaffer, R.E.; Small, G.W. Learning Optimization from Nature. Genetic Algorithms and Simulated Annealing. Anal Chem. 1997, 69, 236A-242A.
    • (1997) Anal Chem. , vol.69
    • Shaffer, R.E.1    Small, G.W.2
  • 17
    • 0031892780 scopus 로고    scopus 로고
    • A genetic algorithm (GA) approach to the calculation of canonical variates
    • Kemsley, E.K. A Genetic Algorithm (GA) Approach to the Calculation of Canonical Variates. Trends. Anal. Chem. 1998, 17, 24-34.
    • (1998) Trends. Anal. Chem. , vol.17 , pp. 24-34
    • Kemsley, E.K.1
  • 18
    • 0024034712 scopus 로고
    • Partial least-squares methods for spectral analyses - 1. Relation to other quantitative calibration methods and the extraction of qualitative information
    • Haaland, D.M.; Thomas, E.V. Partial Least-Squares Methods for Spectral Analyses. 1. Relation to Other Quantitative Calibration Methods and the Extraction of Qualitative Information. Anal Chem. 1988, 60, 1193-1202.
    • (1988) Anal Chem. , vol.60 , pp. 1193-1202
    • Haaland, D.M.1    Thomas, E.V.2
  • 19
    • 0004161087 scopus 로고    scopus 로고
    • The MathWorks Inc.; Natick, Massachusetts, U.S.A.
    • MATLAB 5.3, The MathWorks Inc.; Natick, Massachusetts, U.S.A., 1999.
    • (1999) MATLAB 5.3
  • 21
    • 0032966830 scopus 로고    scopus 로고
    • Simultaneous multivariate spectro-photometric analysis of paracetamol and minor components (diphen-hydramine of phenylpropanolamine) in tablet preparations
    • Goicoechea, H.C.; Olivieri, A.C. Simultaneous Multivariate Spectro-photometric Analysis of Paracetamol and Minor Components (Diphen-hydramine of Phenylpropanolamine) in Tablet Preparations. J. Pharm. Biomed. Anal. 1999, 20, 255-261.
    • (1999) J. Pharm. Biomed. Anal. , vol.20 , pp. 255-261
    • Goicoechea, H.C.1    Olivieri, A.C.2
  • 22
    • 0036390155 scopus 로고    scopus 로고
    • Complementary use of partial least-squares and artificial neural networks for the non-linear spectrophotometric analysis of pharmaceutical samples
    • In press
    • Goicoechea, H.C.; Collado, M.S.; Satuf, M.L.; Complementary use of Partial Least-Squares and Artificial Neural Networks for the non-Linear Spectrophotometric Analysis of Pharmaceutical Samples. Olivieri, A.C. Anal. Bioanal. Chem. In press.
    • Anal. Bioanal. Chem.
    • Goicoechea, H.C.1    Collado, M.S.2    Satuf, M.L.3    Olivieri, A.C.4
  • 23
    • 0011495148 scopus 로고    scopus 로고
    • Chemometrics assisted spectroscopic determination of vitamin B6, vitamin B12 and dexamethasone in injectables
    • Submitted for publication
    • Damiani, P.C.; Nepote, J.A.; Olivieri, A.C. Chemometrics Assisted Spectroscopic Determination of Vitamin B6, Vitamin B12 and Dexamethasone in Injectables J. Pharm. Biomed. Anal. Submitted for publication.
    • J. Pharm. Biomed. Anal.
    • Damiani, P.C.1    Nepote, J.A.2    Olivieri, A.C.3
  • 24
    • 0001229909 scopus 로고    scopus 로고
    • A practical guide to analytical method validation
    • Green, J.M. A practical guide to analytical method validation. Anal. Chem. 1996, 68, 305A-309A.
    • (1996) Anal. Chem. , vol.68
    • Green, J.M.1
  • 25
    • 0004077698 scopus 로고    scopus 로고
    • ASTM Method D 2699-99, ASTM: West Conshohocken, PA, Vol. 05.05
    • ASTM Method D 2699-99, Annual Book of ASTM Standards; ASTM: West Conshohocken, PA, Vol. 05.05.
    • Annual Book of ASTM Standards
  • 26
    • 0000079353 scopus 로고    scopus 로고
    • Propagation of measurement errors for the validation of predictions obtained by principal component regression and partial least squares
    • Faber, K.; Kowalski, B.R. Propagation of measurement errors for the validation of predictions obtained by principal component regression and partial least squares. J. Chemom. 1997, 11, 181-238.
    • (1997) J. Chemom. , vol.11 , pp. 181-238
    • Faber, K.1    Kowalski, B.R.2
  • 27
    • 0024606774 scopus 로고
    • Prediction of Gasoline Octane Number from Near-Infrared Spectral Features in the Range 660-1215 nm
    • Kelly, J.J.; Barlow, C.H.; Jinguji, T.M.; Callis, J.B. Prediction of Gasoline Octane Number from Near-Infrared Spectral Features in the Range 660-1215 nm. Anal Chem. 1989, 61, 313-320.
    • (1989) Anal Chem. , vol.61 , pp. 313-320
    • Kelly, J.J.1    Barlow, C.H.2    Jinguji, T.M.3    Callis, J.B.4
  • 28
    • 0345736794 scopus 로고    scopus 로고
    • Prediction of gasoline properties with near infrared spectroscopy
    • Bohács, G.; Ovádi, Z.; Salgó, A. Prediction of Gasoline Properties with Near Infrared Spectroscopy. J. Near Infrared Spectrosc. 1998, 6, 341-348.
    • (1998) J. Near Infrared Spectrosc. , vol.6 , pp. 341-348
    • Bohács, G.1    Ovádi, Z.2    Salgó, A.3
  • 29
    • 0035915678 scopus 로고    scopus 로고
    • Determination of research octane number using NIR spectral data and ridge regression
    • Chung, H.; Lee, H.; Jun, C.-H. Determination of Research Octane Number using NIR Spectral Data and Ridge Regression. Bull. Korean Chem. Soc. 2001, 22, 37-42.
    • (2001) Bull. Korean Chem. Soc. , vol.22 , pp. 37-42
    • Chung, H.1    Lee, H.2    Jun, C.-H.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.