Abstract
Multi-dimensional uncertain differential equation is a system of uncertain differential equations driven by a multi-dimensional Liu process. This paper first gives the analytic solutions of two special types of multi-dimensional uncertain differential equations. After that, it proves that the multi-dimensional uncertain differential equation has a unique solution provided that its coefficients satisfy the Lipschitz condition and the linear growth condition.
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References
Chen, X., & Liu, B. (2010). Existence and uniqueness theorem for uncertain differential equations. Fuzzy Optimization and Decision Making, 9(1), 69–81.
Chen, X. (2011). American option pricing formula for uncertain financial market. International Journal of Operations Research, 8(2), 32–37.
Chen, X., & Gao, J. (2013). Uncertain term structure model of interest rate. Soft Computing, 17(4), 597–604.
Chen, X., & Ralescu, D. A. (2013). Liu process and uncertain calculus. Journal of Uncertainty Analysis and Applications, doi:10.1186/2195-5468-1-3.
Jiao, D., & Yao, K. (2015). An interest rate model in uncertain environment. Soft Computing, doi:10.1007/s00500-014-1301-1.
Liu, B. (2007). Uncertainty theory (2nd ed.). Berlin: Springer.
Liu, B. (2008). Fuzzy process, hybrid process and uncertain process. Journal of Uncertain Systems, 2(1), 3–16.
Liu, B. (2009). Some research problems in uncertainty theory. Journal of Uncertain Systems, 3(1), 3–10.
Liu, B. (2010). Uncertainty theory: A branch of mathematics for modeling human uncertainty. Berlin: Springer.
Liu, B., & Yao, K. (2012). Uncertain integral with respect to multiple canonical processes. Journal of Uncertain Systems, 6(4), 250–255.
Liu, B. (2013). Toward uncertain finance theory. Journal of Uncertainty Analysis and Applications, doi:10.1186/2195-5468-1-1.
Liu, B. (2014). Uncertainty distribution and independence of uncertain processes. Fuzzy Optimization and Decision Making, 13(3), 259–271.
Liu, Y., & Ha, M. (2010). Expected value of function of uncertain variables. Journal of Uncertain Systems, 4(3), 181–186.
Liu, Y. (2012). An analytic method for solving uncertain differential equations. Journal of Uncertain Systems, 6(4), 244–249.
Liu, Y., Chen, X., & Ralescu, D. (2015). Uncertain currency model and currency option pricing. International Journal of Intelligent Systems, 30(1), 40–51.
Peng, J., & Yao, K. (2011). A new option pricing model for stocks in uncertainty markets. International Journal of Operations Research, 8(2), 18–26.
Peng, Z., & Iwamura, K. (2010). A sufficient and necessary condition of uncertainty distribution. Journal of Interdisciplinary Mathematics, 13(3), 277–285.
Yao, K., Gao, J., & Gao, Y. (2013). Some stability theorems of uncertain differential equation. Fuzzy Optimization and Decision Making, 12(1), 3–13.
Yao, K., & Chen, X. (2013). A numerical method for solving uncertain differential equations. Journal of Intelligent and Fuzzy Systems, 25(3), 825–832.
Yao, K. (2013a). Extreme values and integral of solution of uncertain differential equation. Journal of Uncertainty Analysis and Applications, 1, doi:10.1186/2195-5468-1-2.
Yao, K. (2013b). A type of nonlinear uncertain differential equations with analytic solution. Journal of Uncertainty Analysis and Applications, doi:10.1186/2195-5468-1-8.
Yao, K. (2014). Multi-dimensional uncertain calculus with Liu process. Journal of Uncertain Systems, 8(4), 244–254.
Yao, K. (2015a). A formula to calculate the variance of uncertain variable. Soft Computing, doi:10.1007/s00500-014-1457-8.
Yao, K. (2015b). A no-arbitrage theorem for uncertain stock model. Fuzzy Optimization and Decision Making, doi:10.1007/s10700-014-9198-9.
Zhang, T., & Chen, B. (2013). Multi-dimensional canonical process. Information: An International Interdisciplinary Journal, 16(2A), 1025–1030.
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This work was supported by National Natural Science Foundation of China (Grant Nos. 71171191 and 71272177), and National Social Science Foundation of China (Grant No. 13CGL057).
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Ji, X., Zhou, J. Multi-dimensional uncertain differential equation: existence and uniqueness of solution. Fuzzy Optim Decis Making 14, 477–491 (2015). https://doi.org/10.1007/s10700-015-9210-z
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DOI: https://doi.org/10.1007/s10700-015-9210-z