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The fractional neural grey system model and its application

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成果类型:
期刊论文
作者:
Xie, Wanli;Wu, Wen-Ze;Xu, Zhenguo;Liu, Caixia;Zhao, Keyun
通讯作者:
Wu, WZ
作者机构:
[Zhao, Keyun; Xie, Wanli; Xu, Zhenguo] Qufu Normal Univ, Sch Commun, Rizhao 276826, Peoples R China.
[Wu, Wen-Ze; Wu, WZ] Cent China Normal Univ, Sch Econ & Business Adm, Wuhan 430079, Peoples R China.
[Xu, Zhenguo] Jiangsu Normal Univ, Coll Intelligent Educ, Xuzhou 221008, Peoples R China.
通讯机构:
[Wu, WZ ] C
Cent China Normal Univ, Sch Econ & Business Adm, Wuhan 430079, Peoples R China.
语种:
英文
关键词:
Grey system model;Fractional -order accumulation;Grey neural network;Predictive model
期刊:
Applied Mathematical Modelling
ISSN:
0307-904X
年:
2023
卷:
121
页码:
43-58
基金类别:
National Natural Science Foundation of China [62007020]; China Postdoctoral Science Foundation [2022M711883]; Taishan Scholar Project of Shandong Province
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:
Recently, grey system, neural network, and fractional order calculus theory have become popular research areas, and an increasing number of scholars have joined these studies, conducted illuminating research, and produced a number of significant results. Numerous research studies have demonstrated that these three strategies are crucial to solving a wide range of practical problems. In this paper, we present a fractional order neural grey system model with a three-layer structure in which the input of the network is a fractional order cumulative sequence, and the output is a predicted value in...

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