一种结合遗传算法的产生式规则方法

A Kind of Method by Production Rule Used Genetic Algorithm

通过将遗传算法与产生式规则方法相结合,进行知识生成,同时,结合评价函数与统计分析,在很大程度上就能够实现知识与规则之间的逻辑联系的建立,就能够在一定程度上表示具有结构性的知识,并提供知识应用的实际解释。同时,通过将遗传算法与产生式规则方法相结合,还能够实现评价函数的动态更新,从而实现了知识库的自主学习与动态更新,使得系统的整体学习能力与自适应性得到提高。

The paper provided a kind of knowledge generation method by production rule based on genetic algorithm,and the method combining with the statistical analysis of the evaluating function to found the logic relation between the rules.The method can sorted all knowledge in some structured kinds,and provides the practical application of knowledge.At the same time,through the genetic algorithm and the rule method,combination can realize all the function of dynamic update and realize the knowledge of autonomous learning and dynamic update,it make that the whole system ability of adaptive could be learned and improved automatically.