Resolution of multicomponent overlapping chromatogram using an immune algorithm and genetic algorithm

被引:51
作者
Shao, XG [1 ]
Chen, ZH [1 ]
Lin, XQ [1 ]
机构
[1] Univ Sci & Technol China, Dept Chem, Hefei 230026, Anhui, Peoples R China
关键词
immune algorithm; genetic algorithm; resolution of overlapping chromatogram;
D O I
10.1016/S0169-7439(99)00050-7
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A novel immune algorithm was proposed by imitating the defending process of an immune system, and with the aid of genetic algorithm, application of the immune algorithm to the resolution of overlapping chromatograms was investigated. The method takes an overlapping chromatogram as its input and iteratively subtract the estimated chromatographic information of every component from the input until the residual does not change. Both simulated and experimental data sets were investigated by this method. It was proven that this method is a convenient tool for the resolution of overlapping chromatograms. (C) 2000 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:91 / 99
页数:9
相关论文
共 9 条
[1]   THE IMMUNE-SYSTEM, ADAPTATION, AND MACHINE LEARNING [J].
FARMER, JD ;
PACKARD, NH ;
PERELSON, AS .
PHYSICA D-NONLINEAR PHENOMENA, 1986, 22 (1-3) :187-204
[2]   EQUATIONS FOR CHROMATOGRAPHIC PEAK MODELING AND CALCULATION OF PEAK AREA [J].
FOLEY, JP .
ANALYTICAL CHEMISTRY, 1987, 59 (15) :1984-1987
[3]   GENETIC ALGORITHMS IN CHEMISTRY [J].
HIBBERT, DB .
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 1993, 19 (03) :277-293
[4]  
Ishida Y., 1996, Complex Systems, V10, P73
[5]   The immune system as a prototype of autonomous decentralized systems: An overview [J].
Ishida, Y .
THIRD INTERNATIONAL SYMPOSIUM ON AUTONOMOUS DECENTRALIZED SYSTEMS - ISADS 97 - PROCEEDINGS, 1997, :85-92
[6]  
Ishida Y, 1996, IROS 96 - PROCEEDINGS OF THE 1996 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS - ROBOTIC INTELLIGENCE INTERACTING WITH DYNAMIC WORLDS, VOLS 1-3, P1739, DOI 10.1109/IROS.1996.569045
[7]   IMMUNE SYSTEM [J].
JERNE, NK .
SCIENTIFIC AMERICAN, 1973, 229 (01) :52-60
[8]   Determination of the component number in overlapping multicomponent chromatogram using wavelet transform [J].
Shao, XG ;
Cai, WS ;
Sun, PY .
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 1998, 43 (1-2) :147-155
[9]  
SMITS JMR, 1994, CHEMOM INTELL LAB SY, V23, P165