Linear fractional differential equations in bank resource allocation and financial risk management model

Abstract

The advantage of the linear fractional differential equation for bank resource allocation and financial risk management is that it can test random fluctuations in different functional forms. Given this paper is modelling the asset allocation risk model for rural commercial banks, the linear fractional differential equation analysis method is used to make policy recommendations. The research results of this paper show that credit risk is significantly negatively correlated with the bank's resource allocation. The degree of negative correlation between different levels of credit risk and bank resource allocation is different. Appropriate liquidity risk can optimise the bank's resource allocation.

Exploration of the construction path of artificial intelligence big data "integrated" innovation and entrepreneurship ecosystem from the perspective of land use ecological suitability

“…is the mean function and is the covariance function. Since follows a Gaussian distribution that is independent of , follows a Gaussian distribution: (12) where is an dimensional unit matrix and given an input variable , the corresponding output is , the joint distribution of the algorithm's prediction set and training set is, according to Bayes' principle: (13) So the expression for the prediction set is as follows:…”

“…This describes the action form. Artificial intelligence is a complex category that includes multiple disciplines [11][12][13]. Big data is also called a huge amount of data, which refers to the collection of data that cannot be extracted, summarized, and processed in a short period of time due to the huge and cumbersome content of the data [14][15][16].…”