Differential equation model of financial market stability based on big data
The financial system is a complex, nonlinear chaotic dynamic system caused by its operating mechanism. Therefore, the application of previous forecasting models cannot explain the existence of various interference factors in the financial market and the chaotic characteristics of the financial syste...
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| Format: | Article |
| Language: | English |
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Sciendo
2021-12-01
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| Series: | Applied Mathematics and Nonlinear Sciences |
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| Online Access: | https://doi.org/10.2478/amns.2021.2.00146 |
| _version_ | 1797800860032434176 |
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| author | Hao Lin |
| author_facet | Hao Lin |
| author_sort | Hao Lin |
| collection | DOAJ |
| description | The financial system is a complex, nonlinear chaotic dynamic system caused by its operating mechanism. Therefore, the application of previous forecasting models cannot explain the existence of various interference factors in the financial market and the chaotic characteristics of the financial system. With the help of financial market stability, the article establishes a series of differential equation models that reflect changes in interest rates in the financial system. The article introduces the factor of macro-control on the premise of respecting market regulation to regulate and intervene in economic relations and economic operation status. We apply the Logistic model and stability theory to analyse the positive equilibrium point characteristics of the system and obtain the interest rate liquidity equation with a time-lag financial network. |
| first_indexed | 2024-03-13T04:41:40Z |
| format | Article |
| id | doaj.art-abcb5d4efc944a11946b862c3ee13719 |
| institution | Directory Open Access Journal |
| issn | 2444-8656 |
| language | English |
| last_indexed | 2024-03-13T04:41:40Z |
| publishDate | 2021-12-01 |
| publisher | Sciendo |
| record_format | Article |
| series | Applied Mathematics and Nonlinear Sciences |
| spelling | doaj.art-abcb5d4efc944a11946b862c3ee137192023-06-19T05:54:32ZengSciendoApplied Mathematics and Nonlinear Sciences2444-86562021-12-017171171810.2478/amns.2021.2.00146Differential equation model of financial market stability based on big dataHao Lin0Shandong Institute of Commerce and Technology, Jinan250103, ChinaThe financial system is a complex, nonlinear chaotic dynamic system caused by its operating mechanism. Therefore, the application of previous forecasting models cannot explain the existence of various interference factors in the financial market and the chaotic characteristics of the financial system. With the help of financial market stability, the article establishes a series of differential equation models that reflect changes in interest rates in the financial system. The article introduces the factor of macro-control on the premise of respecting market regulation to regulate and intervene in economic relations and economic operation status. We apply the Logistic model and stability theory to analyse the positive equilibrium point characteristics of the system and obtain the interest rate liquidity equation with a time-lag financial network.https://doi.org/10.2478/amns.2021.2.00146financial marketbig datadifferential equation modelstability34k20 |
| spellingShingle | Hao Lin Differential equation model of financial market stability based on big data Applied Mathematics and Nonlinear Sciences financial market big data differential equation model stability 34k20 |
| title | Differential equation model of financial market stability based on big data |
| title_full | Differential equation model of financial market stability based on big data |
| title_fullStr | Differential equation model of financial market stability based on big data |
| title_full_unstemmed | Differential equation model of financial market stability based on big data |
| title_short | Differential equation model of financial market stability based on big data |
| title_sort | differential equation model of financial market stability based on big data |
| topic | financial market big data differential equation model stability 34k20 |
| url | https://doi.org/10.2478/amns.2021.2.00146 |
| work_keys_str_mv | AT haolin differentialequationmodeloffinancialmarketstabilitybasedonbigdata |