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Fractional-Order Accumulative Generation with Discrete Convolution Transformation
被引:1
|作者:
Chen, Tao
[1
]
机构:
[1] Commun Univ China, Dept Math, Beijing 100024, Peoples R China
基金:
中央高校基本科研业务费专项资金资助;
关键词:
fractional accumulation;
discrete sequence convolution transform;
unit impulse;
grey forecasting;
GREY SYSTEM MODEL;
UNIFIED FRAMEWORK;
SMALL SAMPLE;
GM(1,1);
D O I:
10.3390/fractalfract7050402
中图分类号:
O1 [数学];
学科分类号:
0701 ;
070101 ;
摘要:
A new fractional accumulation technique based on discrete sequence convolution transform was developed. The accumulation system, whose unit impulse response is the accumulation convolution sequence, was constructed; then, the order was extended to fractional orders. The fractional accumulative convolution grey forecasting model GM(r*)(1,1) was established on the sequence convolution. From the viewpoint of sequence convolution, we can better understand the mechanism of accumulative generation. Real cases were used to verify the validity and effectiveness of the fractional accumulative convolution method.
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页数:21
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