一种利用遗传算法自动生成模糊规则方法

New method to automatically produce fuzzy rule based on genetic algorithm

将遗传算法用于模糊系统的建模中 ,在分析经典遗传算法基本原理的基础上 ,提出了算法的改进措施 ;重点阐述了模糊系统中遗传与变异的运用 ,从而提出了一种具有很强进化能力的模糊规则生成算法 ,为智能系统获得模糊规则提供了一种有效方法 .模拟结果验证了该算法的正确性 .

Genetic algorithm (GA) is applied to modeling fuzzy systems. After analyzing the basic principles of genetic algorithms, modified measures are proposed. The inheritance and aberrance of genetic algorithms in fuzzy systems are emphatically discussed. Thus a method with strong evolving ability to automatically produce fuzzy rules is presented. It is a new way for intelligent systems to acquire fuzzy rules. The experiments show that it is practicable in application.