Parameters Estimation and Stability Analysis of Nonlinear Fractional-Order Economic System Based on Empirical Data

المؤلفون المشاركون

He, Lei
Wang, Xiong

المصدر

Abstract and Applied Analysis

العدد

المجلد 2014، العدد 2014 (31 ديسمبر/كانون الأول 2014)، ص ص. 1-11، 11ص.

الناشر

Hindawi Publishing Corporation

تاريخ النشر

2014-04-30

دولة النشر

مصر

عدد الصفحات

11

التخصصات الرئيسية

الرياضيات

الملخص EN

This paper is devoted to propose a novel method for studying the macroeconomic system with fractional derivative, which can depict the memory property of actual data of economic variables.

First of all, we construct a constrained optimal problem to evaluate the coefficients of nonlinear fractional financial system based on empirical data and design the corresponding genetic algorithm.

Then, based on the stability criteria of fractional dynamical systems, the methodology of stability analysis is proposed to investigate the stability of the estimated nonlinear fractional dynamic system.

Finally, our method is applied to discuss the macroeconomic system of the US, Australia, and UK to demonstrate its effectiveness and applicability.

نمط استشهاد جمعية علماء النفس الأمريكية (APA)

He, Lei& Wang, Xiong. 2014. Parameters Estimation and Stability Analysis of Nonlinear Fractional-Order Economic System Based on Empirical Data. Abstract and Applied Analysis،Vol. 2014, no. 2014, pp.1-11.
https://search.emarefa.net/detail/BIM-1013309

نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)

He, Lei& Wang, Xiong. Parameters Estimation and Stability Analysis of Nonlinear Fractional-Order Economic System Based on Empirical Data. Abstract and Applied Analysis No. 2014 (2014), pp.1-11.
https://search.emarefa.net/detail/BIM-1013309

نمط استشهاد الجمعية الطبية الأمريكية (AMA)

He, Lei& Wang, Xiong. Parameters Estimation and Stability Analysis of Nonlinear Fractional-Order Economic System Based on Empirical Data. Abstract and Applied Analysis. 2014. Vol. 2014, no. 2014, pp.1-11.
https://search.emarefa.net/detail/BIM-1013309

نوع البيانات

مقالات

لغة النص

الإنجليزية

الملاحظات

Includes bibliographical references

رقم السجل

BIM-1013309