| 基于嵌入混沌序列的遗传算法 |
| |
| 引用本文： | 王宁,蔚承建,盛昭瀚. 基于嵌入混沌序列的遗传算法[J]. 系统工程理论与实践, 1999, 19(11): 1-7. DOI: 10.12011/1000-6788(1999)11-1 |
| |
| 作者姓名： | 王宁 蔚承建 盛昭瀚 |
| |
| 作者单位： | (1)北京工业大学经济管理学院;(2)东南大学经济管理学院; |
| |
| 摘 要： | 将混沌序列引入遗传算法中，获得了一种新的算法．该算法有效地克服了标准遗传算法中的“早熟”现象，并具有更快的收敛速度．计算机模拟验证了上述特征．同时还将改进了的算法用于多重小波神经网的训练．
|
| 关 键 词： | 混沌序列 遗传算法 最优化 多重小波 神经网络 |
| 修稿时间： | :1998-12-0 |
Genetic Algorithm Combined with a Chaotic Sequence |
| |
| WANG Ning,WEI Cheng-jian,SHENG Zhao-han. Genetic Algorithm Combined with a Chaotic Sequence[J]. Systems Engineering —Theory & Practice, 1999, 19(11): 1-7. DOI: 10.12011/1000-6788(1999)11-1 |
| |
| Authors: | WANG Ning WEI Cheng-jian SHENG Zhao-han |
| |
| Affiliation: | (1)Beijing Polytechnic University;(2)Southeast University |
| |
| Abstract: | In this paper, a chaotic sequence is inserted into the search procedure of genetic algorithm, which can overcome premature of the search by genetic algorithm and the speed of convergence is faster than standard genetic algorithm. Computer simulations show the effectiveness of this new algorithm. The new genetic algorithm is applied to train multiwavelet neural network for function approximation prediction. |
| |
| Keywords: | chaotic sequence genetic algorithm optimization multiwavelet neural network |
| 本文献已被 CNKI 万方数据 等数据库收录！ |
| 点击此处可从《系统工程理论与实践》浏览原始摘要信息 |
|
点击此处可从《系统工程理论与实践》下载全文 |
