Uncertain partial differential equation with application to heat conduction

被引:93
作者
Yang, Xiangfeng [1 ,2 ]
Yao, Kai [3 ]
机构
[1] Univ Int Business & Econ, Sch Informat Technol & Management, Beijing 100029, Peoples R China
[2] Tsinghua Univ, Dept Math Sci, Beijing 100084, Peoples R China
[3] Univ Chinese Acad Sci, Sch Econ & Management, Beijing 100190, Peoples R China
基金
中国国家自然科学基金;
关键词
Uncertainty theory; Uncertain process; Partial differential equation; Heat equation;
D O I
10.1007/s10700-016-9253-9
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper first presents a tool of uncertain partial differential equation, which is a type of partial differential equations driven by Liu processes. As an application of uncertain partial differential equation, uncertain heat equation whose noise of heat source is described by Liu process is investigated. Moreover, the analytic solution of uncertain heat equation is derived and the inverse uncertainty distribution of solution is explored. This paper also presents a paradox of stochastic heat equation.
引用
收藏
页码:379 / 403
页数:25
相关论文
共 17 条
[1]  
[Anonymous], 2002, Uncertainty Theory
[2]  
[Anonymous], 2013, J. Uncertain. Anal. Appl, DOI DOI 10.1186/2195-5468-1-17
[3]  
Baron Fourier JBJ., 1878, The analytical theory of heat
[4]   Existence and uniqueness theorem for uncertain differential equations [J].
Chen, X. ;
Liu, B. .
FUZZY OPTIMIZATION AND DECISION MAKING, 2010, 9 (01) :69-81
[5]  
Chen X., 2013, J. Uncertain. Anal. Appl, V1, P3, DOI [10.1186/2195-5468-1-3, DOI 10.1186/2195-5468-1-3]
[7]   Some concepts and properties of uncertain fields [J].
Gao, Rong ;
Chen, Xiaowei .
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2017, 32 (06) :4367-4378
[8]  
Kotelenez P., 1992, STOCHASTICS STOCHAST, V41, p177?199
[9]  
Liu B., 2015, Uncertainty Theory
[10]  
Liu B., 2013, J UNCERTAINTY ANAL A, V1, P1, DOI [DOI 10.4236/MSCE.2013.16002, 10.1186/2195-5468-1-1, DOI 10.1186/2195-5468-1-1]