Critical value-based Asian option pricing model for uncertain financial markets

被引:26
作者
Lu, Ziqiang [1 ]
Zhu, Yuanguo [1 ]
Li, Bo [2 ]
机构
[1] Nanjing Univ Sci & Technol, Sch Sci, Nanjing 210094, Jiangsu, Peoples R China
[2] Nanjing Univ Finance & Econ, Sch Appl Math, Nanjing 210023, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
Uncertainty theory; Fractional differential equation; Asian option; Expected value; Optimistic value; STOCK MODEL; OPTIMIZATION;
D O I
10.1016/j.physa.2019.04.022
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Asian option has become one of the most popular financial derivatives in the OTC (Over the -Counter) market due to its low risk and cost. The option pricing problem which regards the price of the underlying asset as a random variable has been extensively studied based on the sufficient historical data. It may be modeled as an uncertain variable when the historical data is lack. This paper investigates the Asian option pricing problem based on uncertainty theory, in which the price of the underlying asset follows the mean-reverting process involving an uncertain fractional differential equation. The pricing formulas of the Asian options are derived based on the expected value and optimistic value. Some numerical experiments are performed to illustrate the results. (C) 2019 Published by Elsevier B.V.
引用
收藏
页码:694 / 703
页数:10
相关论文
共 34 条
[1]  
[Anonymous], JCF, DOI DOI 10.21314/JCF.2001.064
[2]  
[Anonymous], 1996, Risk Metrics TM Technical Document.
[3]  
Benhamou E., 2002, J COMPUT FINANC, V6, P49
[4]   OPTIONS - MONTE-CARLO APPROACH [J].
BOYLE, PP .
JOURNAL OF FINANCIAL ECONOMICS, 1977, 4 (03) :323-338
[5]   Accurate pricing formulas for Asian options [J].
Chen, Kuan-Wen ;
Lyuu, Yuh-Dauh .
APPLIED MATHEMATICS AND COMPUTATION, 2007, 188 (02) :1711-1724
[6]  
Chen X., 2011, International Journal of Operation Research, V8, P27
[7]   Uncertain stock model with periodic dividends [J].
Chen, Xiaowei ;
Liu, Yuhan ;
Ralescu, Dan A. .
FUZZY OPTIMIZATION AND DECISION MAKING, 2013, 12 (01) :111-123
[8]   Applying Greek letters to robust option price modeling by binomial-tree [J].
Ghafarian, Bahareh ;
Hanafizadeh, Payam ;
Qahi, Amir Hossein Mortazavi .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2018, 503 :632-639
[9]   Quasi-Monte Carlo methods in numerical finance [J].
Joy, C ;
Boyle, PP ;
Tan, KS .
MANAGEMENT SCIENCE, 1996, 42 (06) :926-938
[10]   A PRICING METHOD FOR OPTIONS BASED ON AVERAGE ASSET VALUES [J].
KEMNA, AGZ ;
VORST, ACF .
JOURNAL OF BANKING & FINANCE, 1990, 14 (01) :113-129