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Dynamics of fractional order nonlinear system: A realistic perception with neutrosophic fuzzy number and Allee effect
INTRODUCTION: The fusion of fractional order differential equations and fuzzy numbers has been widely used in modelling different engineering and applied sciences problems. In addition to these, the Allee effect, which is of high importance in field of biology and ecology, has also shown great contr...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8408329/ https://www.ncbi.nlm.nih.gov/pubmed/34484830 http://dx.doi.org/10.1016/j.jare.2020.11.015 |
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author | Alam Khan, Najeeb Abdul Razzaq, Oyoon Riaz, Fatima Ahmadian, Ali Senu, Norazak |
author_facet | Alam Khan, Najeeb Abdul Razzaq, Oyoon Riaz, Fatima Ahmadian, Ali Senu, Norazak |
author_sort | Alam Khan, Najeeb |
collection | PubMed |
description | INTRODUCTION: The fusion of fractional order differential equations and fuzzy numbers has been widely used in modelling different engineering and applied sciences problems. In addition to these, the Allee effect, which is of high importance in field of biology and ecology, has also shown great contribution among other fields of sciences to study the correlation between density and the mean fitness of the subject. OBJECTIVES: The present paper is intended to measure uncertain dynamics of an economy by restructuring the Cobb-Douglas paradigm of the renowned Solow-Swan model. The purpose of study is further boosted innovatively by subsuming the perception of logistic growth with Allee effect in the dynamics of physical capital and labor force. METHODS: Fractional order derivative and neutrosophic fuzzy (NF) theory are applied on the parameters of the Cobb-Douglas equation. Distinctively, cogitating fractional order derivative to study the change at each fractional stage; single-valued triangular neutrosophic fuzzy numbers (SVTNFN) to cope the uncertain situations; logistic growth function with Allee effect to analyze the factors in natural way, are the significant and novel features of this endeavor. RESULTS: The incorporation of the aforementioned theories and effects in the Cobb-Douglas equation, resulted in producing maximum sustainable capital investment and maximum capacity of labor force. The solutions in intervals located different possible solutions for different membership degrees, which accumulated the uncertain circumstances of a country. CONCLUSION: Explicitly, these notions add new facts and figures not only in the dynamical study of capital and labor, which has been overlooked in classical models, but also left the door open for discussion and implementation on classical models of different fields. |
format | Online Article Text |
id | pubmed-8408329 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-84083292021-09-03 Dynamics of fractional order nonlinear system: A realistic perception with neutrosophic fuzzy number and Allee effect Alam Khan, Najeeb Abdul Razzaq, Oyoon Riaz, Fatima Ahmadian, Ali Senu, Norazak J Adv Res Article INTRODUCTION: The fusion of fractional order differential equations and fuzzy numbers has been widely used in modelling different engineering and applied sciences problems. In addition to these, the Allee effect, which is of high importance in field of biology and ecology, has also shown great contribution among other fields of sciences to study the correlation between density and the mean fitness of the subject. OBJECTIVES: The present paper is intended to measure uncertain dynamics of an economy by restructuring the Cobb-Douglas paradigm of the renowned Solow-Swan model. The purpose of study is further boosted innovatively by subsuming the perception of logistic growth with Allee effect in the dynamics of physical capital and labor force. METHODS: Fractional order derivative and neutrosophic fuzzy (NF) theory are applied on the parameters of the Cobb-Douglas equation. Distinctively, cogitating fractional order derivative to study the change at each fractional stage; single-valued triangular neutrosophic fuzzy numbers (SVTNFN) to cope the uncertain situations; logistic growth function with Allee effect to analyze the factors in natural way, are the significant and novel features of this endeavor. RESULTS: The incorporation of the aforementioned theories and effects in the Cobb-Douglas equation, resulted in producing maximum sustainable capital investment and maximum capacity of labor force. The solutions in intervals located different possible solutions for different membership degrees, which accumulated the uncertain circumstances of a country. CONCLUSION: Explicitly, these notions add new facts and figures not only in the dynamical study of capital and labor, which has been overlooked in classical models, but also left the door open for discussion and implementation on classical models of different fields. Elsevier 2020-12-03 /pmc/articles/PMC8408329/ /pubmed/34484830 http://dx.doi.org/10.1016/j.jare.2020.11.015 Text en © 2021 The Authors. Published by Elsevier B.V. on behalf of Cairo University. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Article Alam Khan, Najeeb Abdul Razzaq, Oyoon Riaz, Fatima Ahmadian, Ali Senu, Norazak Dynamics of fractional order nonlinear system: A realistic perception with neutrosophic fuzzy number and Allee effect |
title | Dynamics of fractional order nonlinear system: A realistic perception with neutrosophic fuzzy number and Allee effect |
title_full | Dynamics of fractional order nonlinear system: A realistic perception with neutrosophic fuzzy number and Allee effect |
title_fullStr | Dynamics of fractional order nonlinear system: A realistic perception with neutrosophic fuzzy number and Allee effect |
title_full_unstemmed | Dynamics of fractional order nonlinear system: A realistic perception with neutrosophic fuzzy number and Allee effect |
title_short | Dynamics of fractional order nonlinear system: A realistic perception with neutrosophic fuzzy number and Allee effect |
title_sort | dynamics of fractional order nonlinear system: a realistic perception with neutrosophic fuzzy number and allee effect |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8408329/ https://www.ncbi.nlm.nih.gov/pubmed/34484830 http://dx.doi.org/10.1016/j.jare.2020.11.015 |
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