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요약정보
基于加权移动平均的数据流预测模型 / Data stream prediction model based on weighted moving average
Resource Type
Academic Journal
Authors
孟凡荣
;
庄朋
;
闫秋艳
;
MENG Fan-rong
;
ZHUANG Peng
;
YAN Qiu-yan
Source
计算机应用研究 / APPLICATION RESEARCH OF COMPUTERS
. 26(10):3680-3686
Subject
数据流预测
加权移动平均
回归分析
Language
Chinese
ISSN
1001-3695
Online Access
Find it @ DONGA
초록
提出一种新的基于滑动窗口的预测模型.该模型仅存储当前滑动窗口中的数据并对其进行分析,提高了计算效率;同时,为了削减在较小数据集上回归预测所产生的偏差,提出一种基于加权移动平均的数据流预测算法WMA_LRA.实验采用FDS 4.0模拟一个房屋的火灾发生情况,运用WMA_LRA算法对火灾现场的局部温度进行短期预测,结果表明该算法可以有效地提高计算效率和预测精度.
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