An assisted approach of the global optimization for the experimental conditions in capillary electrophoresis

Analytica Chimica Acta

Volumn 546, Issue 1, 2005, Pages 112-118

  Hong, Lin Zhai ^a   Gao, Hong ^a   Xing, Guo Chen ^a   Zhi, De Hu ^a  

^a LANZHOU UNIVERSITY   (China)

Author keywords

Experimental condition; Genetic algorithm; Least square support vector machine; Optimization; Partial least squares regression

Indexed keywords

ELECTROPHORESIS; GENETIC ALGORITHMS; REGRESSION ANALYSIS; SEPARATION; VECTORS;

CAPILLARY ELECTROPHORESIS (CE); GENERALIZATION; LEAST SQUARE SUPPORT VECTOR MACHINE; PARTIAL LEAST SQUARES REGRESSION ANALYSIS;

GLOBAL OPTIMIZATION;

CHEMICAL COMPOUND;

ARTICLE; CAPILLARY ELECTROPHORESIS; EXPERIMENT; GENETIC ALGORITHM; PRIORITY JOURNAL; REGRESSION ANALYSIS; SEPARATION TECHNIQUE;

EID: 21744461630     PISSN: 00032670     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.aca.2005.05.022     Document Type: Article

References (16)

1. J.P. Landers Handbook of Capillary Electrophoresis 1994 CRC Press Boca Raton, FL
2. J. Vindevogel, and P. Sandra Anal. Chem. 63 1991 1530
3. S. Boonkerd, M.R. Detaevernier, Y.V. Heyden, J. Vindevogel, and Y. Michotte J. Chromatogr. A 736 1996 281
4. A.W.M. Lee, W.F. Chan, F.S.Y. Yuen, K.P.K. Tse, Y.Z. Liang, and K.T. Fang Chemom. Intell. Lab. Syst. 39 1997 11
5. J.R. Catai, and E. Carrilho Electrophoresis 24 2003 648
6. J. Havel, M. Breadmore, M. Macka, and P.R. Haddad J. Chromatogr. A 850 1999 345
7. A.M. Siouffi, and R. Phan-Tan-Luu J. Chromatogr. A 892 2000 75
8. B.F. Liu, J.F. Zhang, and Y.T. Lu Electrophoresis 23 2002 1279
9. S. Casamento, B. Kwok, C. Roux, M. Dawson, and P. Doble J. Forensic Sci. 48 2003 1075
10. C. Cortes, and V. Vapnik Mach. Learn. 20 1995 273
11. V. Vapnik Statistical Learning Theory 1998 John Wiley & Sons
12. C.J.C. Burges Data Mining Knowl. Disc. 2 1998 1
13. J.A.K. Suykens, and J. Vandewalle Neural Process. Lett. 9 1999 293
14. D.E. Goldberg Genetic Algorithms in Search Optimization and Machine Learning 1989 Addison-Wiley Publishing Company Inc. New York
15. D.B. Hibbert Chemom. Intell. Lab. Syst. 19 1993 277
16. H.W. Wang Partial Least Squares Regression: Method and Applications 1999 National Defense Industry Press Beijing p. 4