摘要
对遗传编程这一进化计算方法的新分支进行了系统阐述。首先介绍了遗传编程的发展背景及其生物学基础 ;接着具体叙述遗传编程的基本工作原理 ,即个体表示方法、预备工作、个体生成及基本操作等 ;然后归纳了这种自动编程系统的属性及该方法的特点。另外还描述了遗传编程系统运行中的一些现象 ,并对相关理论进行了叙述和讨论 。
The genetic programming, a new branch of the evolution calculation method is described systematically. The developing background and the biology basis of the genetic programming are introduced firstly. Then the basic operational principles of genetic programming are expounded concretely, these include individual presentation,preparation, individual generation and basic operation, etc., then the properties of the automatic programming system and the features of the method are inducted. In addition, some phenomena in operation of genetic programming system are described, and the related theories are presented and discussed.The developing trend of this domain is introduced finally.
出处
《自动化仪表》
CAS
北大核心
2002年第10期1-7,共7页
Process Automation Instrumentation
基金
教育部高等学校骨干教师资助计划资助项目(GG - 81 1 - 1 1 4 1 2 - 1 665)
关键词
遗传编程
遗传算法
进化过程
群体
个体
操作
Genetic programming Genetic algorithm Evolution process Colony Individual Operation Features
