Abstract
Liu process is an uncertain process with stationary and independent increments. Multi-dimensional uncertain differential equation is a type of differential equation driven by multi-dimensional Liu process to model a multi-dimensional dynamic system. This paper aims at proposing a definition of stability in mean for multi-dimensional uncertain differential equations. Then a stability theorem for a multi-dimensional uncertain differential equation being stable in mean is proved. Furthermore, some examples are given to show what is stable in mean.
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References
Chen X (2012) Variation analysis of uncertain stationary independent increment processes. Eur J Oper Res 222(2):312–316
Chen X, Gao J (2013) Uncertain term structure model of interest rate. Soft Comput 17(4):597–604
Chen X, Liu B (2010) Existence and uniqueness theorem for uncertain differential equations. Fuzzy Optim Decis Mak 9(1):69–81
Gao J, Yang X, Liu D (2017) Uncertain Shapley value of coalitional game with application to supply chain alliance. Appl Soft Comput. doi:10.1016/j.asoc.2016.06.018
Gao R, Ahmadzade H (2016) Moment analysis of uncertain stationary independent increment processes. J Uncertain Syst 10(4):260–268
Gao R (2017) Uncertain wave equation with infinite half-boundary. Appl Math Comput 304:28–40
Gao Y (2012) Existence and uniqueness theorem on uncertain differential equations with local Lipschitz condition. J Uncertain Syst 6(3):223–232
Guo C, Gao J (2017) Optimal dealer pricing under transaction uncertainty. J Intell Manuf 28(3):657–665
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 B (2013) Toward uncertain finance theory. J Uncertain Anal Appl 1:1
Liu H, Ke H, Fei W (2014) Almost sure stability for uncertain differential equation. Fuzzy Optim Decis Mak 13(4):463–473
Sheng Y, Wang C (2014) Stability in \(p\)-th moment for uncertain differential equation. J Intell Fuzzy Syst 26(3):1263–1271
Sheng Y, Gao J (2016) Exponential stability of uncertain differential equation. Soft Comput 20(9):3673–3678
Su T, Wu H, Zhou J (2016) Stability of multi-dimensional uncertain differential equation. Fuzzy Optim Decis Mak 20(12):4991–4998
Yang X, Gao J (2013) Uncertain differential games with application to capitalism. J Uncertain Anal Appl 1:17
Yang X, Gao J (2016) Linear quadratic uncertain differential game with application to resource extraction problem. IEEE Trans Fuzzy Syst 24(4):819–826
Yang X, Gao J (2017) Bayesian equilibria for uncertain bimatrix game with asymmetric information. J Intell Manuf 28(3):515–525
Yang X, Ni Y, Zhang Y (2017) Stability in inverse distribution for uncertain differential equations. J Intell Fuzzy Syst 32(3):2051–2059
Yang X, Yao K (2017) Uncertain partial differential equation with application to heat conduction. Fuzzy Optim Decis Mak. doi:10.1007/s10700-016-9253-9
Yang X, Ni Y (2017) Existence and uniqueness theorem for uncertain heat equation. J Amb Intell Hum Comput. doi:10.1007/s12652-017-0479-3
Yao K, Chen X (2013) A numerical method for solving uncertain differential equations. J Intell Fuzzy Syst 25(3):825–832
Yao K, Gao J, Gao Y (2013) Some stability theorems of uncertain differential equation. Fuzzy Optim Decis Mak 12(1):3–13
Yao K (2014) Multi-dimensional uncertain calculus with Liu process. J Uncertain Syst 8(4):244–254
Yao K, Ke H, Sheng Y (2015) Stability in mean for uncertain differential equation. Fuzzy Optim Decis Mak 14(3):365–379
Yao K (2016) Uncertain differential equations. Springer, Berlin
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This work was supported in part by Wild Goose Pagoda Scholar Project of Xi’an University of Finance and Economics.
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Feng, Y., Yang, X. & Cheng, G. Stability in mean for multi-dimensional uncertain differential equation. Soft Comput 22, 5783–5789 (2018). https://doi.org/10.1007/s00500-017-2659-7
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DOI: https://doi.org/10.1007/s00500-017-2659-7