Abstract
As a theoretical branch of uncertainty theory, uncertain finance has shown great significance in managing financial cases such as stock prices and currency options. In particular, as one of the areas of concern in uncertain finance, a large number of currency models have been proposed to describe the foreign exchange rate. However, the existing currency models mainly describe the foreign exchange rate by linear uncertain differential equation. As a supplement, this paper proposes a new currency model called uncertain exponential currency model to describe the foreign exchange rates by nonlinear uncertain differential equation. After that some option pricing formulas are derived, and then some numerical examples are provided to illustrate the formulas. Finally, the relationships between the pricing results and parameters in the pricing formulas are also discussed, respectively.
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Black F, Scholes M (1973) The pricing of option and corporate liabilities. J Polit Econ 81:637–654
Chen X (2011) American option pricing formula for uncertain financial market. Int J Oper Res 8(2):32–37
Chen X, Liu B (2010) Existence and uniqueness theorem for uncertain differential equations. Fuzzy Optim Decis Mak 9(1):69–81
Chen X, Liu Y, Ralescu D (2013) Uncertain stock model with periodic dividends. Fuzzy Optim Decis Mak 12(1):111–123
Gao Y, Yang X, Fu Z (2017) Lookback option pricing problem of uncertain exponential Ornstein-Uhlenbeck model. Soft Comput 22(9):5647–5654
Ji X, Zhou J (2015) Option pricing for an uncertain stock model with jumps. Soft Comput 19(11):3323–3329
Liu B (2007) Uncertainty theory, 2nd edn. Springer, Berlin
Liu B (2008) Fuzzy process, hybrid process, and uncertain process. J Uncertain Syst 2(1):3–16
Liu B (2009) Some research problems in uncertainty theory. J Uncertain Syst 3(1):3–10
Liu B (2010) Uncertainty theory: a branch of mathematics for modeling human uncertainty. Springer, Berlin
Liu Y, Chen X, Ralescu D (2015) Uncertain currency model and currency option pricing. Int J Intell Syst 30:40–51
Merton R (1973) Theory of rational option pricing. Bell J Econ Manag Sci 4:141–183
Peng J, Yao K (2011) A new option pricing model for stocks in uncertainty markets. Int J Oper Res 8(2):18–26
Shen Y, Yao K (2016) A mean-reverting currency model in an uncertain environment. Soft Comput 20(10):4131–4138
Yao K (2013) Extreme values and integral of solution of uncertain differential equation. J Uncertain Anal Appl 1:5 (Article 2)
Yao K (2015) A no-arbitrage theorem for uncertain stock model. Fuzzy Optim Decis Mak 14(2):227–242
Yao K (2015) Uncertain contour process and its application in stock model with floating interest rate. Fuzzy Optim Decis Mak 14:399–424
Yao K, Chen X (2013) A numerical method for solving uncertain differential equations. J Intell Fuzzy Syst 25(3):825–832
Zhang Z, Liu W (2014) Geometric average Asian option pricing for uncertain financial market. J Uncertain Syst 8(4):317–320
Funding
This work was funded by the National Natural Science Foundation of China (Grant Nos. 12061072 and 62162059) and the Xinjiang Key Laboratory of Applied Mathematics (Grant No. XJDX1401).
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All authors contributed to the study conception and design. Material preparation, data collection, and analysis were performed by Yuhong Sheng and Xiaokang Li. The first draft of the manuscript was written by Xiaokang Li and all authors commented on previous versions of the manuscript. All authors read and approved the final manuscript.
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Li, X., Sheng, Y. Uncertain exponential currency model and currency option pricing. Soft Comput 26, 13369–13380 (2022). https://doi.org/10.1007/s00500-022-07538-2
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DOI: https://doi.org/10.1007/s00500-022-07538-2