首页 | 本学科首页   官方微博 | 高级检索  
     检索      

遗传算法在分析化学中的应用
引用本文:邓勃,刘嘉.遗传算法在分析化学中的应用[J].分析科学学报,1997,13(2):160-168.
作者姓名:邓勃  刘嘉
作者单位:清华大学化学系
摘    要:遗传算法是基于自然界生物进化基本法进而发展起来的一类新算法,在优化过程中,它无需体系的选验知识,能在许多局部较优中找到全局最优点,是一种全局最优化方法,能有效地处理复杂的非线性问题,有广阔的发展前景,目前在分析化学领域已经有多方面应用,本文简要地介绍遗传算法的原理及其在分析化学等方面的若干应用。

关 键 词:遗传算法  化学计量学  结构解析  分析化学

The Application of Genetic Algorithms to Analytical Chemistry
Deng Bo,Liu Jia.The Application of Genetic Algorithms to Analytical Chemistry[J].Journal of Analytical Science,1997,13(2):160-168.
Authors:Deng Bo  Liu Jia
Abstract:Genetic algorithms (GAs) are a new algorithms based on the simulation of principal principles, survival of the fittest, of evolution of living organisms in nature. In recent years, they have been intensively studied and applied in analytical chemistry, including optimization, calibration, structure interpretation etc. In the process of optimization, they do not need any priori knowledges about the interested systems. Genetic algorithms can effectively avoid local optimization and successfully reach the global optimization. The basic principle of GAs and their application in analytical chemistry and other areas were introduced in this paper.
Keywords:Genetic algorithm  Analytical chemometrics  Optimization  Calibration  Structure interpretation
本文献已被 CNKI 维普 等数据库收录!
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号