skip to main content
10.1145/3523181.3523204acmotherconferencesArticle/Chapter ViewAbstractPublication PagesasseConference Proceedingsconference-collections
research-article

Research on Geometric Brownian motion and its practice in pricing

Published: 18 April 2022 Publication History

Abstract

In this paper, the authors represent two main parts about stochastic process. In the first part, the authors discuss Brownian motion and point out limitation in classic calculus of Brownian motion. In order to solve the limitation, authors introduce Ito lemma to solve. Meanwhile, authors are devoted to differential equation in the second part. In this part, authors try to find the solution to SDE. After that, authors build a model for stock price by using Geometric Brownian motion. Finally, authors have a simulation of Monte-Carlo.

References

[1]
Hida,T. (2015) Stationary Stochastic Processes. Princeton University Press. Princeton.
[2]
Viktor, S., Trifce, S., Lasko, B., Ljupco, K., Ralf, M. (2020) Generalised Geometric Brownian Motion: Theory and Applications to Option Pricing. Entropy, 22: 1432- 1432.
[3]
Feng, C.R., Zhao, H.Z. (2007) A Generalized Ito's Formula in Two-Dimensions and Stochastic Lebesgue-Stieltjes Integrals. Electronic Journal of Probability, 12: 1568-1599.
[4]
M. Arató (cnki.net), 2003. A famous nonlinear stochastic equation (Lotka-Volterra model with diffusion). https://schlr.cnki.net/zn/Detail/index/GARJ2014/SJWD14041500000965.
[5]
Liu,M., Wang,Z., Zhao,L., Pan,Y., Xiao,F. (2012) Production sharing contract:An analysis based on an oil price stochastic process. Pet.Sci.,408-415:409-410.
[6]
Ejighikeme, O.M.(2021) Growth moment, stability and asymptotic behaviours of solution to a class of time-fractal-fractional stochastic differential equation. Chaos, Solitons & Fractals, 147: 110958- 110958.
[7]
Peng, B., Peng, F. (2009) Pricing Rainbow Asian Options. Systems Engineering - Theory & Practice, 29: 76-83.
[8]
Liu, Y., Yang, A.J., Zhang J.J., Yao, J.J. (2020) An Optimal Stopping Problem of Detecting Entry Points for Trading Modeled by Geometric Brownian Motion. Computational Economics, 55: 827-843.
[9]
Maryeme,O., Gao,F., (2016) Mathematical Modeling of Pricing European Put Options in Geometric Brownian Motion: Stochastic Volatility Model. Proceedings of the 14th International Conference on Innovation & Management. In: Wuhan. 332-333.
[10]
Suganthi, K., Jayalalitha, G. (2019) Geometric Brownian Motion in Stock Prices. Journal of Physics: Conference Series,1377: 012016-012016.
  1. Research on Geometric Brownian motion and its practice in pricing

    Recommendations

    Comments

    Information & Contributors

    Information

    Published In

    cover image ACM Other conferences
    ASSE' 22: 2022 3rd Asia Service Sciences and Software Engineering Conference
    February 2022
    202 pages
    ISBN:9781450387453
    DOI:10.1145/3523181
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

    Publisher

    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 18 April 2022

    Permissions

    Request permissions for this article.

    Check for updates

    Qualifiers

    • Research-article
    • Research
    • Refereed limited

    Conference

    ASSE' 22

    Contributors

    Other Metrics

    Bibliometrics & Citations

    Bibliometrics

    Article Metrics

    • 0
      Total Citations
    • 55
      Total Downloads
    • Downloads (Last 12 months)10
    • Downloads (Last 6 weeks)3
    Reflects downloads up to 03 Mar 2025

    Other Metrics

    Citations

    View Options

    Login options

    View options

    PDF

    View or Download as a PDF file.

    PDF

    eReader

    View online with eReader.

    eReader

    HTML Format

    View this article in HTML Format.

    HTML Format

    Figures

    Tables

    Media

    Share

    Share

    Share this Publication link

    Share on social media