THEORY AND APPLICATION OF GENETIC ALGORITHM
THEORY AND APPLICATION OF GENETIC ALGORITHM
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发表时间：
2005
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通讯作者：
Hua-chang Li
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作者：
Hua-chang Li
遗传算法（Genetic Algorithm，GA）是一种基于模拟自然界生物评价基本原理的递归计算方法。本文在简要介绍遗传算法的原理、产生和发展的基础上，综述了遗传算法在优化、拟合与校正、结构分析与光谱解释、变量选择、遗传算法的应用不需要系统的初始知识，是一种综合优化方法，在处理复杂的非线性问题方面有着广泛的应用。
Genetic Algorithm(GA)is a kind of recursive computational procedure based on the simulation of principle principles of evaluation of living organisms in nature.Based on brief introduction of the principle,the beginning and development of the algorithms,the paper reviewed its applications in the fields of optimization,fitting and calibration,structure analysis and spectra interpretation,variable selection,and its usage in combination with others.The application of GA needs no initiating knowledge of the system,and therefore,is a comprehensive optimization method with extensive application in terms of processing complex non-linear problems.