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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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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Hindawi
2022
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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. |
format | Online Article Text |
id | pubmed-9270173 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT wangbaoqian predictionalgorithmofuncertainfunddemandforregionaleconomicsusinggmmodelandfewshotlearning |