| 本文已被：浏览 4047次 下载 5475次 |
码上扫一扫！ |
|
|
| 基于遗传算法的Fuzzy规则自动获取的研究 |
|
陈明1,2, 沈理3
|
|
1.石油大学计算机科学与技术系,北京,102200;2.中国科学院机器人学开放研究实验室,沈阳,110015;3.中国科学院计算技术研究所,北京,100080
|
|
| 摘要: |
| 为了实现Fuzzy规则自动获取,进而构造高性能智能系统和解决智能系统的瓶颈问题,研究了利用遗传算法自动获取规则的方法以及遗传算法的组合优化能力.模拟结果表明,这是一种有效地获取Fuzzy规则的方法. |
| 关键词: 遗传算法,Fuzzy规则,规则自动获取. |
| DOI： |
| 分类号: |
| 基金项目:本文研究得国家自然科学基金(No.19971058)、国家863高科技项目基金(No.863-306-01-07-2)和中国科学院机器人学开放研究实验室基金资助. |
|
| Research on Automatic Fuzzy Rule Acquisition Based on Genetic Algorithms |
|
CHEN Ming,SHEN Li
|
| Abstract: |
| In order to realize fuzzy rule acquisition automatically, and to construct high performance intelligent system and solve the bottle neck problem in the intelligent system, the method of automatic rule acquisition using genetic algorithms and the combination optimization ability of genetic algorithms have been studied. The simulation results show that this is an effective fuzzy rule acquisition method. |
| Key words: Genetic algorithm, fuzzy rule, automatic fuzzy rule acquisition. |
