A Binary Option Pricing Based on Fuzziness

被引:8
|
作者
Miyake, Masatoshi [1 ]
Inoue, Hiroshi [1 ]
Shi, Jianming [1 ]
Shimokawa, Tetsuya [1 ]
机构
[1] Tokyo Univ Sci, Sch Management, Kuki, Saitama 3468512, Japan
关键词
Option pricing; binary option; asset-or-nothing option; fuzzy boundary condition; MODEL;
D O I
10.1142/S0219622014500345
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In pricing for European option Black-Scholes model has been widely used in various fields in which the model can be applied under appropriate conditions. In this paper, we discuss a binary option, which is popular in OTC (Over the Counter) market for hedging and speculation. In particular, asset-or-nothing option is basic for any other options but gives essential implications for constructing more complex option products. In addition to the primary role of the asset-or-nothing option, another availability of the option is considered by introducing fuzzy concept. Therefore, the uncertainty which an investor and intermediary usually have in their minds is incorporated in the pricing model. Thus, the model is described with fuzzy boundary conditions and applied to the conventional binary option, proposing more useful and actual pricing way of the option. This methodology with the analysis is examined, comparing with Monte Carlo simulations.
引用
收藏
页码:1211 / 1227
页数:17
相关论文
共 50 条
  • [31] Option Pricing Analysis Based on Financial Mathematics Technology
    Pan Zhongyu
    PROCEEDINGS OF THE 2017 2ND INTERNATIONAL CONFERENCE ON EDUCATION, SPORTS, ARTS AND MANAGEMENT ENGINEERING (ICESAME 2017), 2017, 123 : 1332 - 1335
  • [32] MODEL CONSTRUCTION OF OPTION PRICING BASED ON FUZZY THEORY
    Yu, Shang-En
    Li, Ming-Yuan Leon
    Huarng, Kun-Huang
    Chen, Tsung-Hao
    Chen, Chen-Yuan
    JOURNAL OF MARINE SCIENCE AND TECHNOLOGY-TAIWAN, 2011, 19 (05): : 460 - 469
  • [33] A FINANCIAL OPTION PRICING MODEL BASED ON LEARNING ALGORITHMS
    Gonzalez Martel, Christian
    Garcia Artiles, M. Dolores
    Fernandez Rodriguez, Fernando
    AEBD '09: PROCEEDINGS OF THE WORLD MULTICONFERENCE ON APPLIED ECONOMICS, BUSINESS AND DEVELOPMENT, 2009, : 153 - 157
  • [34] Analysis of the Option Pricing Model based on numerical methods
    Li, Xing
    PROCEEDINGS OF THE 2009 INTERNATIONAL CONFERENCE ON PUBLIC ECONOMICS AND MANAGEMENT ICPEM 2009, VOL 7: CLUSTER ANALYSIS, 2009, : 46 - 50
  • [35] An Agent-Based Approach to Option Pricing Anomalies
    Suzuki, Kyoko
    Shimokawa, Tetsuya
    Misawa, Tadanobu
    IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2009, 13 (01) : 19 - 32
  • [36] European option pricing model based on data mining
    Zhu S.
    Zhang J.
    Advances in Information Sciences and Service Sciences, 2011, 3 (04): : 21 - 28
  • [37] Knightian Uncertainty Based Option Pricing with Jump Volatility
    Pan, Min
    Han, Liyan
    NONLINEAR MATHEMATICS FOR UNCERTAINTY AND ITS APPLICATIONS, 2011, 100 : 287 - 294
  • [38] CAPM option pricing
    Husmann, Sven
    Todorova, Neda
    FINANCE RESEARCH LETTERS, 2011, 8 (04): : 213 - 219
  • [39] Asian option pricing
    Svabova, Lucia
    Durica, Marek
    MANAGING AND MODELLING OF FINANCIAL RISKS - 6TH INTERNATIONAL SCIENTIFIC CONFERENCE PROCEEDINGS, PTS 1 AND 2, 2012, : 600 - +
  • [40] Strategic option pricing
    Bieta, Volker
    Broll, Udo
    Siebe, Wilfried
    ECONOMICS AND BUSINESS REVIEW, 2020, 6 (03) : 118 - 129