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Continuous grey model with conformable fractional derivative

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成果类型:
期刊论文
作者:
Xie, Wanli;Liu, Caixia;Wu, Wen-Ze*;Li, Weidong;Liu, Chong
通讯作者:
Wu, Wen-Ze
作者机构:
[Liu, Caixia; Xie, Wanli; Li, Weidong] Nanjing Normal Univ, Inst EduInfo Sci & Engn, Nanjing 210097, Jiangsu, Peoples R China.
[Wu, Wen-Ze] Cent China Normal Univ, Sch Econ & Business Adm, Wuhan 430079, Peoples R China.
[Liu, Chong] Inner Mongolia Agr Univ, Sch Sci, Hohhot 010018, Peoples R China.
通讯机构:
[Wu, Wen-Ze] C
Cent China Normal Univ, Sch Econ & Business Adm, Wuhan 430079, Peoples R China.
语种:
英文
关键词:
Conformable fractional derivative;Grey-based model;CCFGM(1,1);Prediction performance
期刊:
CHAOS SOLITONS & FRACTALS
ISSN:
0960-0779
年:
2020
卷:
139
页码:
110285
基金类别:
Postgraduate Research & Practice Innovation Program of Jiangsu Province [KYCX19_0733, KYCX20_1144]; Fundamental Research Funds for the Central Universities of ChinaFundamental Research Funds for the Central Universities [2019YBZZ062]
机构署名:
本校为通讯机构
院系归属:
经济与工商管理学院
摘要:
Fractional-order grey models have received more attention owing to superiority to integer-order ones in terms of the prediction performance. In this paper, to further improve the performance of grey-based model, a new method based on conformable fractional derivative, the continuous conformable fractional grey model (denoted as CCFGM(1,1) for short), is proposed. In comparison with the traditional fractional-order grey models, the novel model possesses the simpler computation procedure. The numerical results of two real cases show that the prediction performance of the novel model is superior ...

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