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A novel fractional-order accumulation grey power model and its application

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成果类型:
期刊论文
作者:
Yang, Honglin;Gao, Mingyun;Xiao, Qinzi
通讯作者:
Mingyun Gao
作者机构:
[Yang, Honglin] Hunan Univ, Sch Business Adm, Changsha 410082, Hunan, Peoples R China.
[Gao, Mingyun] Cent China Normal Univ, Sch Informat Management, Wuhan 430079, Peoples R China.
[Xiao, Qinzi] Wuhan Inst Technol, Sch Management, Wuhan 430205, Peoples R China.
通讯机构:
[Mingyun Gao] S
School of Information Management, Central China Normal University, Wuhan, People’s Republic of China
语种:
英文
关键词:
Grey forecasting;Grey power model;Generalized fractional-order accumulation;Derivation forms
期刊:
Soft Computing
ISSN:
1432-7643
年:
2023
卷:
27
期:
3
页码:
1347-1365
基金类别:
This work is supported by the China Scholarship Council (CSC) (No. 201906130025, 201906130049), and the National Natural Science Foundation of China (Grant No. 71790593, 72071072).
机构署名:
本校为其他机构
院系归属:
信息管理学院
摘要:
Considering the effective service life of products, this study initially defined a generalized fractional-order accumulation generation matrix covering the effective accumulation percentage. We suggested a generalized fractional-order accumulation grey power model (GFAGMP(1,1) model) using this matrix, along with its parameter estimate, error analysis, and time response function solution. We studied transformation and the link from the generalized GM(1,1) model to GFAGMP(1,1) model on the basis of integral and power function transformation and deduced three derivation forms of this model and t...

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