非线性系统的GPA-ES辨识

T. Brandejsky
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引用次数: 20

摘要

本文讨论了遗传规划算法-进化策略算法在混沌系统符号回归中的应用。本文对Van der Pol振子,特别是rabinovitch - fabrikant方程进行了分析和回归。在这些实验的基础上,提出了改进GPA-ES算法的新方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Nonlinear system identification by GPA-ES
The paper discusses application of Genetic Programming Algorithm - Evolutionary Strategy (GPA-ES) algorithm to symbolic regression of chaotic systems. In the paper, Van der Pol oscillator and especially Rabinovich-Fabrikant equations are analyzed and regressed. On the base of these experiments, novel improvements of GPA-ES algorithm are suggested.
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