基于遗传算法的非线性参数估计器

Nonlinear Parameter Estimation Based on Genetic Algorithms

提出非线性参数估计的遗传算法方法。遗传算法是一种基于自然选择和自然遗传学机理的全局搜索学习算法。文中介绍了遗传算法的基本原理和参数估计算法。仿真实例验证了该方法的良好特性。

A genetic algorithm approach to nonlinear parameter estimation is proposed in this paper.Genetic algorithms are global search algorithms based on natural selection and natural genetic mechanism.The working principle of genetic algorithms is introduced,and the procedure of estimation algorithm is given.Simualtion shows that genetic algorithm share favorable characteristics.