遗传算法研究和探讨

Study on genetic algorithm

本文主要阐述数据挖掘的一个重要算法-遗传算法。并从遗传算法的概念、特点、基本遗传算法的流程和遗传算法操作中的五个核心要素,阐述了遗传算法在排课问题中的应用所涉及的编码形式,适应度函数的确定以及所采用的遗传操作,合理对资源进行分配,从而解决对资源的使用带来的冲突问题。

This paper mainly expounds the data mining is an important algorithm such as genetic algorithm.The concept,characteristics,basic genetic algorithm,genetic algorithm flow and operation were introduced;the application of genetic algorithm on code in the class arrangement system,fitness function to determine form and the genetic operation were introduced,the results make resources reasonable allocation and solve the problem in the usage of resources.