基于自相关函数的模糊时间序列优化算法

被引：2

作者：

陈刚

王鹏飞

李金玲

机构：

[1] 不详

[2] 大连海事大学数学系

[3] 不详

来源：

控制与决策 | 2015年 / 10期

关键词：

模糊时间序列; 自相关函数; 规则权重; 特征展开法;

D O I：

10.13195/j.kzyjc.2014.0878

中图分类号：

TP301.6 [算法理论];

学科分类号：

摘要：

针对模糊时间序列模型中模糊推理规则的优化问题,提出一种时间序列的自相关理论与模糊时间序列相结合的算法.首先考查数据平稳化;然后运用传统的数据模糊化方法得到模糊集,进而建立模糊规则,并运用自相关函数理论对模糊规则进行优化;最后通过对Alabama大学注册人数的预测验证了所提出算法的有效性.

引用

页码：1797 / 1802

页数：6

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