Dynamic Analysis of the Project Investment Model with Time Delay and Density Constraints

The purpose of research, invention, and production is to effectively supply demand, which requires not only financial support but also time to complete. First, the differential dynamic model among funds, demand, and research (including invention and production) with time delay is constructed by usin...

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Main Author: Debao Gao
Format: Article
Language:English
Published: Wiley 2023-01-01
Series:Journal of Mathematics
Online Access:http://dx.doi.org/10.1155/2023/3791676
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author Debao Gao
author_facet Debao Gao
author_sort Debao Gao
collection DOAJ
description The purpose of research, invention, and production is to effectively supply demand, which requires not only financial support but also time to complete. First, the differential dynamic model among funds, demand, and research (including invention and production) with time delay is constructed by using the predator-prey theory. Second, the sufficiency of local asymptotic stability of the positive equilibrium point of the model is obtained by using the Hopf bifurcation theory and stability theory. Then, the formulas for determining the direction of Hopf bifurcation and the stability of the periodic solution are calculated by using the central manifold theory and normative theory. Finally, the evolution process of the differential dynamic model with controlled time delay is numerically simulated so as to verify the correctness of the relevant analytical conclusions.
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spelling doaj-art-e0a05993a77e4e5fbd59d154e156d39a2025-08-20T02:21:29ZengWileyJournal of Mathematics2314-47852023-01-01202310.1155/2023/3791676Dynamic Analysis of the Project Investment Model with Time Delay and Density ConstraintsDebao Gao0College of ScienceThe purpose of research, invention, and production is to effectively supply demand, which requires not only financial support but also time to complete. First, the differential dynamic model among funds, demand, and research (including invention and production) with time delay is constructed by using the predator-prey theory. Second, the sufficiency of local asymptotic stability of the positive equilibrium point of the model is obtained by using the Hopf bifurcation theory and stability theory. Then, the formulas for determining the direction of Hopf bifurcation and the stability of the periodic solution are calculated by using the central manifold theory and normative theory. Finally, the evolution process of the differential dynamic model with controlled time delay is numerically simulated so as to verify the correctness of the relevant analytical conclusions.http://dx.doi.org/10.1155/2023/3791676
spellingShingle Debao Gao
Dynamic Analysis of the Project Investment Model with Time Delay and Density Constraints
Journal of Mathematics
title Dynamic Analysis of the Project Investment Model with Time Delay and Density Constraints
title_full Dynamic Analysis of the Project Investment Model with Time Delay and Density Constraints
title_fullStr Dynamic Analysis of the Project Investment Model with Time Delay and Density Constraints
title_full_unstemmed Dynamic Analysis of the Project Investment Model with Time Delay and Density Constraints
title_short Dynamic Analysis of the Project Investment Model with Time Delay and Density Constraints
title_sort dynamic analysis of the project investment model with time delay and density constraints
url http://dx.doi.org/10.1155/2023/3791676
work_keys_str_mv AT debaogao dynamicanalysisoftheprojectinvestmentmodelwithtimedelayanddensityconstraints