Soliton wave profiles and dynamical analysis of fractional Ivancevic option pricing model

This study dynamically investigates the mathematical Ivancevic option pricing governing system in terms of conformable fractional derivative, which illustrates a confined Brownian motion identified with a non-linear Schrödinger type equation. This model describes the controlled Brownian motion that comes with a non-linear Schrödinger type equation. The solution to comprehend the market price fluctuations for the suggested model is developed through the application of a mathematical strategy. The modified Kudryashov analytical method is applied to find the fractional analytical exact soliton solution. The restrictions on the parameters required for these solutions to exist were also the result of this approach. The dynamical insights are examined and significant aspects of the phenomenon under study are discussed through the use of the bifurcation analysis. In the related dynamical system, the phase portraits of market price fluctuations are displayed at equilibrium points and for different parameter values. Additionally, the chaos analysis was carried out to show the quasi-periodic and periodic chaotic patterns. In order to track changes in market price, the sensitivity analysis of the studied model is also looked at and presented at different initial conditions. It was discovered that the model experienced price fluctuations as a result of minute changes in initial conditions.

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Publication Details

Journal
Scientific Reports
Published
2024-10-11
DOI
https://doi.org/10.1038/s41598-024-74770-1
Citations
24
Primary Topic
Stochastic processes and financial applications
Type
article
Field-Weighted Citation Impact
12.94

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article

Soliton wave profiles and dynamical analysis of fractional Ivancevic option pricing model

Adil Jhangeer, Waqas Ali Faridi, Mansoor H. Alshehri
24 citations
Scientific Reports
Stochastic processes and financial applications
12.94
article

Soliton wave profiles and dynamical analysis of fractional Ivancevic option pricing model

Adil Jhangeer, Waqas Ali Faridi, Mansoor H. Alshehri
article en
24 citations

Abstract

This study dynamically investigates the mathematical Ivancevic option pricing governing system in terms of conformable fractional derivative, which illustrates a confined Brownian motion identified with a non-linear Schrödinger type equation. This model describes the controlled Brownian motion that comes with a non-linear Schrödinger type equation. The solution to comprehend the market price fluctuations for the suggested model is developed through the application of a mathematical strategy. The modified Kudryashov analytical method is applied to find the fractional analytical exact soliton solution. The restrictions on the parameters required for these solutions to exist were also the result of this approach. The dynamical insights are examined and significant aspects of the phenomenon under study are discussed through the use of the bifurcation analysis. In the related dynamical system, the phase portraits of market price fluctuations are displayed at equilibrium points and for different parameter values. Additionally, the chaos analysis was carried out to show the quasi-periodic and periodic chaotic patterns. In order to track changes in market price, the sensitivity analysis of the studied model is also looked at and presented at different initial conditions. It was discovered that the model experienced price fluctuations as a result of minute changes in initial conditions.

Scientific ReportsVol. 14(1)
VSB - Technical University of Ostrava (CZ), King Saud University (SA), University of Management and Technology (PK), University of Management and Technology (PK)
European Commission, King Saud University
Openalex Percentile: Top 1%
Stochastic processes and financial applications
12.94
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Soliton wave profiles and dynamical analysis of fractional Ivancevic option pricing model — Adil Jhangeer, Waqas Ali Faridi, et al. · Scientific Reports (2024) | TGRS Research Map | TGRS