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Prediction Algorithm of Uncertain Fund Demand for Regional Economics Using GM Model and Few-Shot Learning

The forecast of capital demand has the characteristics of uncertainty. There are known and unknown information about the capital demand for regional economic development. In fact, there are also some in between, that is, uncertain. Consumption is the ultimate goal of production and a key link in rea...

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Detalles Bibliográficos
Autor principal: Wang, Baoqian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9270173/
https://www.ncbi.nlm.nih.gov/pubmed/35814573
http://dx.doi.org/10.1155/2022/2307149
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author Wang, Baoqian
author_facet Wang, Baoqian
author_sort Wang, Baoqian
collection PubMed
description The forecast of capital demand has the characteristics of uncertainty. There are known and unknown information about the capital demand for regional economic development. In fact, there are also some in between, that is, uncertain. Consumption is the ultimate goal of production and a key link in realizing a virtuous circle of economic development. This paper uses the GM (1, 1) model to compare the predicted value of the test area with the actual value in 5 years, and the loudness is as high as 90%. Under the guidance of the profit model, the regional economic capital demand has a decisive influence on the regional economic development. The predictive analysis model of capital needs is conducive to fully mobilizing the impact of infrastructure construction of all parties and is an important factor affecting economic development. The mathematical model proposed in this paper is helpful for deepening the research on the management of regional economic development and enriching the theoretical system of regional economic development.
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spelling pubmed-92701732022-07-09 Prediction Algorithm of Uncertain Fund Demand for Regional Economics Using GM Model and Few-Shot Learning Wang, Baoqian Comput Intell Neurosci Research Article The forecast of capital demand has the characteristics of uncertainty. There are known and unknown information about the capital demand for regional economic development. In fact, there are also some in between, that is, uncertain. Consumption is the ultimate goal of production and a key link in realizing a virtuous circle of economic development. This paper uses the GM (1, 1) model to compare the predicted value of the test area with the actual value in 5 years, and the loudness is as high as 90%. Under the guidance of the profit model, the regional economic capital demand has a decisive influence on the regional economic development. The predictive analysis model of capital needs is conducive to fully mobilizing the impact of infrastructure construction of all parties and is an important factor affecting economic development. The mathematical model proposed in this paper is helpful for deepening the research on the management of regional economic development and enriching the theoretical system of regional economic development. Hindawi 2022-07-01 /pmc/articles/PMC9270173/ /pubmed/35814573 http://dx.doi.org/10.1155/2022/2307149 Text en Copyright © 2022 Baoqian Wang. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Wang, Baoqian
Prediction Algorithm of Uncertain Fund Demand for Regional Economics Using GM Model and Few-Shot Learning
title Prediction Algorithm of Uncertain Fund Demand for Regional Economics Using GM Model and Few-Shot Learning
title_full Prediction Algorithm of Uncertain Fund Demand for Regional Economics Using GM Model and Few-Shot Learning
title_fullStr Prediction Algorithm of Uncertain Fund Demand for Regional Economics Using GM Model and Few-Shot Learning
title_full_unstemmed Prediction Algorithm of Uncertain Fund Demand for Regional Economics Using GM Model and Few-Shot Learning
title_short Prediction Algorithm of Uncertain Fund Demand for Regional Economics Using GM Model and Few-Shot Learning
title_sort prediction algorithm of uncertain fund demand for regional economics using gm model and few-shot learning
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9270173/
https://www.ncbi.nlm.nih.gov/pubmed/35814573
http://dx.doi.org/10.1155/2022/2307149
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