<abstract xmlns="http://www.w3.org/1999/xhtml">

<p>The economic benefit of enterprises is an effective index to measure the economic activities, which forms the basis and starting point. Therefore, in this paper, the traditional analysis methods of enterprise in terms of economic benefits are compared and based on its evaluation principles, the advantages, theory and realisation process of the kernel function in enterprise economic benefits analysis are analysed. Then, different kernel functions are selected to analyse the total output value, product sales rate, sales revenue, total profit and total profits after taxes of five enterprises, and their economic benefits are evaluated by the cumulative contribution rate of principal components. Finally, the mixed kernel function based on the combination of polynomial kernel function and Gaussian kernel function is used to optimise the analysis effect, which is meant to help enterprise leaders make more scientific decisions and lay a foundation for the sound development of enterprises.</p>
</abstract>

The economic benefit of enterprises is an effective index to measure the economic activities, which forms the basis and starting point. Therefore, in this paper, the traditional analysis methods of enterprise in terms of economic benefits are compared and based on its evaluation principles, the advantages, theory and realisation process of the kernel function in enterprise economic benefits analysis are analysed. Then, different kernel functions are selected to analyse the total output value, product sales rate, sales revenue, total profit and total profits after taxes of five enterprises, and their economic benefits are evaluated by the cumulative contribution rate of principal components. Finally, the mixed kernel function based on the combination of polynomial kernel function and Gaussian kernel function is used to optimise the analysis effect, which is meant to help enterprise leaders make more scientific decisions and lay a foundation for the sound development of enterprises.

Application of hybrid kernel function in economic benefit analysis and evaluation of enterprises

Hubei University of Automotive Technology

Applied Mathematics and Nonlinear Sciences

This work is licensed under the Creative Commons Attribution 4.0 International License.

The economic benefit of enterprises is an effective index to measure the economic activities, which forms the basis and starting point. Therefore, in this...

Application of hybrid kernel function in economic benefit analysis and evaluation of enterprises

Published Online: Sep 05, 2022

Page range: 299 - 310

Received: Apr 11, 2022

Accepted: Apr 14, 2022

DOI: https://doi.org/10.2478/amns.2022.1.00017

Keywords
Kernel function, economic benefits of enterprises, cumulative contribution rate

© 2023 Jianzhong Li, published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Application of hybrid kernel function in economic benefit analysis and evaluation of enterprises

Published Online: Sep 05, 2022

Page range: 299 - 310

Received: Apr 11, 2022

Accepted: Apr 14, 2022

DOI: https://doi.org/10.2478/amns.2022.1.00017

KeywordsKernel function, economic benefits of enterprises, cumulative contribution rate

© 2023 Jianzhong Li, published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Keywords
Kernel function, economic benefits of enterprises, cumulative contribution rate