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

被引：22

作者：

Chen, XG ^{[1
]}

Li, X ^{[1
]}

Kong, L ^{[1
]}

Ni, JY ^{[1
]}

Zhao, RH ^{[1
]}

Zou, HF ^{[1
]}

机构：

[1] Chinese Acad Sci, Dalian Inst Chem Phys, Natl Chromatog R&A Ctr, Dalian 116011, Peoples R China

来源：

CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS | 2003年 / 67卷 / 02期

基金：

中国国家自然科学基金;

关键词：

genetic algorithm; uniform design; optimization; reversed-phase chromatographic separation;

D O I：

10.1016/S0169-7439(03)00091-1

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

An optimization method based on uniform design in conjunction with genetic algorithm is described. According to the proposed method, the uniform design technique was applied to the design of starting experiments, which can reduce the number of experiments compared with traditional simultaneous methods, such as simplex. And genetic algorithm was used in optimization procedure, which can improve the rapidity of optimal procedure. The hierarchical chromatographic response function was modified to evaluate the separation equality of a chromatogram. An iterative procedure was adopted to search for the optimal condition to improve the accuracy of predicted retention and the quality of the chromatogram. The optimization procedure was tested in optimization of the chromatographic separation of 11 alkaloids in reversed-phase ion pair chromatography and satisfactory optimal result was obtained. (C) 2003 Elsevier B.V. All rights reserved.

引用

页码：157 / 166

页数：10

共 23 条

[11]

LU PC, 1989, J CHROMATOGR SCI, V27, P690

[12]

LU PC, 1992, HPLC EXPERT SYSTEM I

[13]

LU PC, 1990, MIKROCHIM ACTA, V35, P35

[14] Experimental design and optimization [J].

Lundstedt, T ;

Seifert, E ;

Abramo, L ;

Thelin, B ;

Nystrom, A ;

Pettersen, J ;

Bergman, R .

CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 1998, 42 (1-2) :3-40

[15] On the use of genetic algorithms for response surface modeling in high-performance liquid chromatography and their combination with the Microsoft Solver [J].

Nikitas, P ;

Pappa-Louisi, A ;

Papageorgiou, A ;

Zitrou, A .

JOURNAL OF CHROMATOGRAPHY A, 2002, 942 (1-2) :93-105

[16] MULTIFACTOR MODEL FOR THE OPTIMIZATION OF SELECTIVITY IN REVERSED-PHASE CHROMATOGRAPHY [J].

OTTO, M ;

WEGSCHEIDER, W .

JOURNAL OF CHROMATOGRAPHY, 1983, 258 (MAR) :11-22

[17] Determination of alkaloids from the colchicine family by reversed-phase high-performance liquid chromatography [J].

Rosso, A ;

Zuccaro, S .

JOURNAL OF CHROMATOGRAPHY A, 1998, 825 (01) :96-101

[18] A SIMPLE PROCEDURE FOR THE RAPID OPTIMIZATION OF REVERSED-PHASE SEPARATIONS WITH TERNARY MOBILE PHASE MIXTURES [J].

SCHOENMAKERS, PJ ;

DROUEN, ACJH ;

BILLIET, HAH ;

DEGALAN, L .

CHROMATOGRAPHIA, 1982, 15 (11) :688-696

[19] Optimization methods in chromatography and capillary electrophoresis [J].

Siouffi, AM ;

Phan-Tan-Luu, R .

JOURNAL OF CHROMATOGRAPHY A, 2000, 892 (1-2) :75-106

[20] Closed-loop identification of TITO processes using time-domain curve fitting and genetic algorithms [J].

Viswanathan, PK ;

Toh, WK ;

Rangaiah, GP .

INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2001, 40 (13) :2818-2826

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