Application of uniform design and genetic algorithm in optimization of reversed-phase chromatographic separation

Chemometrics and Intelligent Laboratory Systems

Volumn 67, Issue 2, 2003, Pages 157-166

  Chen, Xue Guo ^a   Li, Xin ^a   Kong, Liang ^a   Ni, Jian Yi ^a   Zhao, Rui Huan ^a   Zou, Han Fa ^a  

^a DALIAN INSTITUTE OF CHEMICAL PHYSICS   (China)

Author keywords

Genetic algorithm; Optimization; Reversed phase chromatographic separation; Uniform design

Indexed keywords

ALKALOID; ATENOLOL; BARBITAL; BARBITURIC ACID DERIVATIVE; CAFFEINE; CINCHONINE; GRAMINE; METOPROLOL; NICOTINE; SULFANILAMIDE; THEOBROMINE; THEOPHYLLINE;

ACCURACY; ARTICLE; ARTIFICIAL INTELLIGENCE; CHROMATOGRAPHY; COMPUTER AIDED DESIGN; COMPUTER PREDICTION; EVALUATION; GENETIC ALGORITHM; INTERMETHOD COMPARISON; PRIORITY JOURNAL; PROCESS OPTIMIZATION; QUALITY CONTROL; REPRODUCIBILITY; SEPARATION TECHNIQUE;

EID: 0042532062     PISSN: 01697439     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0169-7439(03)00091-1     Document Type: Article

References (22)

1. Zou H.F., Zhang Y.K., Lu P.C. Ion Pair High Performance Liquid Chromatography. 1994;Henan Publishing House of Science and Technology, Henan.
2. Lundstedt T., Seifert E., Abramo L., Thelin B. Experimental design and optimization. Chemom. Intell. Lab. Syst. 42:1998;3-40.
3. Jiao Q.C., Chen Y.Z. Computer-aid prediction of optimal composition of multicomponent mobile phase in high performance liquid chromatography. Acta Pharm. Sin. 27:1992;213-219.
4. Schoenmakers P.J., Drouen A.C.J.H., Billiet H.A.H., de Galan L. A simple procedure for the rapid optimization of reversed-phase separations with ternary mobile phase mixture. Chromatographia. 15:1982;688-696.
5. Otto M., Wegscheider W. Multifactor model for the optimization of selectivity in reversed-phase chromatography. J. Chromatogr. 258:1983;11-22.
6. Siouffi A.M., Phan-Tan-Luu R. Optimization methods in chromatography and capillary electrophoresis. J. Chromatogr. A. 892:2000;75-106.
7. Colin H., Krstulovic A., Guiochon G., Bounine J.P. The importance of dead volume in the optimization of separations in reversed-phase liquid chromatography using ternary solvents. Chromatographia. 17:1983;209-214.
8. Lilichenko M., Kelley A.M. Application of artificial neural networks and genetic algorithms to modeling molecular electronic spectra in solution. J. Chem. Phys. 114:2001;7094-7102.
9. Viswanathan K.P., Toh W.K., Rangaiah G.P. Closed-loop identification of TITO processes using time-domain curve fitting and genetic algorithms. Ind. Eng. Chem. Res. 40:2001;2818-2826.
10. Lavine B.K., Ritter J., Moores A.J., Wilson M., Faruque A., Mayfield H.T. Source identification of underground fuel spills by solid-phase microextraction/high-resolution gas chromatography/genetic algorithms. Anal. Chem. 72:2000;423-431.
11. Zhang X.T., Zhu H.Y., Zhang H.B. Robust grey model based on genetic algorithms and its application to prediction for chromatographic retention. Chemom. Intell. Lab. Syst. 44:1998;197-203.
12. Nikitas P., Pappa-Louisi A., Papageorgiou A., Zitrou A. On the use of genetic algorithms for response surface modeling in high-performance liquid chromatography and their combination with the microsoft solver. J. Chromatogr. A. 942:2002;93-105.
13. He X.F., Zhou J.J. Line-crossover and plane-mutation based genetic algorithm: DGA. Comput. Appl. Chem. 16:1999;416-418.
14. Lu P.C., Zhang Y.K., Liang X.M. HPLC Expert System and Its Applications. 1992;Publishing House of Science and Technology, Shenyang.
15. Rosso A., Zuccaro S. Determination of alkaloids from the colchicine family by reversed-phase high-performance liquid chromatography. J. Chromatogr. A. 825:1998;96-101.
16. Lindberg W., Johansson E., Johansson K. Application of statistical optimization methods to the separation of morphine, codeine, noscapine and papaverine in reversed-phase ion-pair chromatography. J. Chromatogr. 211:1981;201-212.
17. Fang K.T. Uniform design - application of number theory to experimental design. Acta Math. Appl. Sin. 3:1980;363-372.
18. Xu Q.S., Liang Y.Z., Fang K.T. The effects of different experimental designs on parameter estimation in the kinetics of a reversible chemical reaction. Chemom. Intell. Lab. Syst. 52:2000;155-166.
19. Fang K.T., Wang Y. Number Theoretic Methods in Statistics. 1994;Chapman & Hall, London.
20. Lu P.C., Zou H.F., Zhang Y.K. The retention equation in reversed-phase ion-pair chromatography. Mikrochim. Acta III. 35:1990;35-53.
21. Lu P.C., Huang H.X. An intelligent search method for HPLC optimization. J. Chromatogr. Sci. 27:1989;690-697.
22. Lee R.J., Liu Z., Zou H.F., Ni J.Y., Zhang Y.K. Multivariate optimization in micellar electrokinetic capillary chromatography. J. Microcolumn Sep. 12:2000;356-365.