DocumentCode :
445647
Title :
Model of Markovian processes in a geologic medium by spectral method
Author :
Volovodenko, V.A. ; Efremova, N.A.
Author_Institution :
Tomsk Polytech. Univ., Russia
Volume :
1
fYear :
2004
fDate :
26 June-3 July 2004
Firstpage :
176
Abstract :
The paper discusses the geophysical field simulation. The solution to the problems concerning the study of super long-period processes required the development of new methods of experimental data simulation and analysis. The authors propose the use of the spectral method to solve differential equations to describe the time history of condition probabilities of Markovian processes under nonstationary probabilities of transformations. It is stated that Markovian processes are regarded as the major models for real processes in nature since their mechanism is considered to be a reliable one. The use of the spectral method to solve the systems of differential equations has the following advantages: (1) uniform notion for operations and procedures; (2) uniform notion for one-dimensional signal and the possibility to parametrize the structure. The number of circumstances related to the weakening of the temporary dependences of the models, which in the sphere of operator expressions come to the simple parametrical bonds are of a particular interest The suggested method allows to solve more general tasks and to accumulate information crucial for geological supplements. The paper might be of interest for those who deal with the simulations of natural processes.
Keywords :
Markov processes; differential equations; geophysical signal processing; random processes; spectral analysis; Markovian processes; differential equations; geologic medium; geophysical field simulation; spectral method; Analytical models; Computational modeling; Data analysis; Data processing; Differential equations; Geology; Geophysics computing; Geoscience; History; Mathematical model;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Science and Technology, 2004. KORUS 2004. Proceedings. The 8th Russian-Korean International Symposium on
Print_ISBN :
0-7803-8383-4
Type :
conf
DOI :
10.1109/KORUS.2004.1555311
Filename :
1555311
Link To Document :
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