Parameter Identification in the Two-Dimensional Riesz Space Fractional Diffusion Equation

被引:5
作者
Brociek, Rafal [1 ]
Chmielowska, Agata [1 ]
Slota, Damian [1 ]
机构
[1] Silesian Tech Univ, Dept Math Applicat & Methods Artificial Intellige, Kaszubska 23, PL-44100 Gliwice, Poland
关键词
fractional derivative; fractional differential equation; inverse problem; parameter identification; two-dimensional differential equation; INVERSE PROBLEM;
D O I
10.3390/fractalfract4030039
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
This paper presents the application of the swarm intelligence algorithm for solving the inverse problem concerning the parameter identification. The paper examines the two-dimensional Riesz space fractional diffusion equation. Based on the values of the function (for the fixed points of the domain) which is the solution of the described differential equation, the order of the Riesz derivative and the diffusion coefficient are identified. The paper includes numerical examples illustrating the algorithm's accuracy.
引用
收藏
页码:1 / 10
页数:10
相关论文
共 21 条
[11]   Fractional differentiation for edge detection [J].
Mathieu, B ;
Melchior, P ;
Oustaloup, A ;
Ceyral, C .
SIGNAL PROCESSING, 2003, 83 (11) :2421-2432
[12]   Finite difference approximations for fractional advection-dispersion flow equations [J].
Meerschaert, MM ;
Tadjeran, C .
JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2004, 172 (01) :65-77
[13]  
Obraczka A., 2012, MAT 15 JUB S PODST P, V32, P132
[14]  
Oldham K. B., 1974, MATH SCI ENG, V111
[15]   Mixed Morrey spaces and their applications to partial differential equations [J].
Ragusa, Maria Alessandra ;
Scapellato, Andrea .
NONLINEAR ANALYSIS-THEORY METHODS & APPLICATIONS, 2017, 151 :51-65
[16]   A colony optimization for continuous domains [J].
Socha, Krzysztof ;
Dorigo, Marco .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2008, 185 (03) :1155-1173
[18]   Inverse identification of elastic properties of composite materials using hybrid GA-ACO-PSO algorithm [J].
Tam, Jun Hui ;
Ong, Zhi Chao ;
Ismail, Zubaidah ;
Ang, Bee Chin ;
Khoo, Shin Yee ;
Li, Wen L. .
INVERSE PROBLEMS IN SCIENCE AND ENGINEERING, 2018, 26 (10) :1432-1463
[19]   Some Applications of Fractional Calculus in Engineering [J].
Tenreiro Machado, J. A. ;
Silva, Manuel F. ;
Barbosa, Ramiro S. ;
Jesus, Isabel S. ;
Reis, Cecilia M. ;
Marcos, Maria G. ;
Galhano, Alexandra F. .
MATHEMATICAL PROBLEMS IN ENGINEERING, 2010, 2010
[20]  
Voller VR, 2018, ADV HEAT TRANSFER, V50, P333, DOI 10.1016/bs.aiht.2018.06.001