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Dynamic Analysis and Control of a Financial System with Chaotic Behavior Including Fractional Order

Ângelo Marcelo Tusset, Maria E. K. Fuziki, José Manoel Balthazar, Dana I. Andrade, Giane Gonçalves Lenzi

2023Fractal and Fractional26 citationsDOIOpen Access PDF

Abstract

This paper presents the results of investigating the dynamics of an economic system with chaotic behavior and a suboptimal control proposal to suppress the chaotic behavior. Numerical results using phase portraits, bifurcation diagrams, Lyapunov exponents, and 0-1 testing confirmed chaotic and hyperchaotic behavior. The results also proved the effectiveness of the control, showing errors below 1%, even in cases where the control design is subject to parametric errors. Additionally, an investigation of the system in fractional order is included, demonstrating that the system has periodic, constant, or chaotic behavior for specific values of the order of the derivative.

Topics & Concepts

Phase portraitChaoticLyapunov exponentControl theory (sociology)Parametric statisticsBifurcationConstant (computer programming)Control (management)Computer scienceOrder (exchange)Bifurcation diagramMathematicsApplied mathematicsNonlinear systemFinanceEconomicsPhysicsStatisticsArtificial intelligenceProgramming languageQuantum mechanicsChaos control and synchronizationComplex Systems and Time Series AnalysisMathematical Dynamics and Fractals
Dynamic Analysis and Control of a Financial System with Chaotic Behavior Including Fractional Order | Litcius