Algorithms for solving inverse geophysical problems on parallel computing systems
Sibirskij žurnal vyčislitelʹnoj matematiki, Tome 16 (2013) no. 2, pp. 107-121
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For solving inverse gravimetry problems, efficient stable parallel algorithms based on iterative gradient methods are proposed. For solving systems of linear algebraic equations with block-tridiagonal matrices arising in geoelectrics problems, a parallel matrix sweep algorithm, a square root method, and a conjugate gradient method with preconditioner are proposed. The algorithms are implemented numerically on the MVS-IMM parallel computing system, NVIDIA graphics processors, and the Intel multi-core CPU with the use of new computing technologies. The parallel algorithms are incorporated into a developed system of remote computations “Specialized Web-Portal for Solving Geophysical Problems on Multiprocessor Computers”. Problems with “quasi-model” and real data are solved.
@article{SJVM_2013_16_2_a1,
author = {E. N. Akimova and D. V. Belousov and V. E. Misilov},
title = {Algorithms for solving inverse geophysical problems on parallel computing systems},
journal = {Sibirskij \v{z}urnal vy\v{c}islitelʹnoj matematiki},
pages = {107--121},
publisher = {mathdoc},
volume = {16},
number = {2},
year = {2013},
language = {ru},
url = {http://geodesic.mathdoc.fr/item/SJVM_2013_16_2_a1/}
}
TY - JOUR AU - E. N. Akimova AU - D. V. Belousov AU - V. E. Misilov TI - Algorithms for solving inverse geophysical problems on parallel computing systems JO - Sibirskij žurnal vyčislitelʹnoj matematiki PY - 2013 SP - 107 EP - 121 VL - 16 IS - 2 PB - mathdoc UR - http://geodesic.mathdoc.fr/item/SJVM_2013_16_2_a1/ LA - ru ID - SJVM_2013_16_2_a1 ER -
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E. N. Akimova; D. V. Belousov; V. E. Misilov. Algorithms for solving inverse geophysical problems on parallel computing systems. Sibirskij žurnal vyčislitelʹnoj matematiki, Tome 16 (2013) no. 2, pp. 107-121. http://geodesic.mathdoc.fr/item/SJVM_2013_16_2_a1/