Analytical description for application of 1D Kohonen scheme for constructing adaptive meshes
Sibirskij žurnal vyčislitelʹnoj matematiki, Tome 14 (2011) no. 2, pp. 131-140
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In this paper, the analysis of analytical approaches to investigation of an asymptotical disposition for a special iterative discrete-stochastic algorithm for constructing adaptive meshes using the Kohonen self-organizing maps is made. For a simplified one-dimensional case, a “recurrent” approach to obtaining mean most probable dispositions of grid nodes for a small number of iterations has been developed. This approach allows one to conduct interesting analytical investigations and numerical testing for the algorithm considered.
@article{SJVM_2011_14_2_a1,
author = {A. V. Voytishek and D. S. Khmel},
title = {Analytical description for application of {1D} {Kohonen} scheme for constructing adaptive meshes},
journal = {Sibirskij \v{z}urnal vy\v{c}islitelʹnoj matematiki},
pages = {131--140},
publisher = {mathdoc},
volume = {14},
number = {2},
year = {2011},
language = {ru},
url = {http://geodesic.mathdoc.fr/item/SJVM_2011_14_2_a1/}
}
TY - JOUR AU - A. V. Voytishek AU - D. S. Khmel TI - Analytical description for application of 1D Kohonen scheme for constructing adaptive meshes JO - Sibirskij žurnal vyčislitelʹnoj matematiki PY - 2011 SP - 131 EP - 140 VL - 14 IS - 2 PB - mathdoc UR - http://geodesic.mathdoc.fr/item/SJVM_2011_14_2_a1/ LA - ru ID - SJVM_2011_14_2_a1 ER -
%0 Journal Article %A A. V. Voytishek %A D. S. Khmel %T Analytical description for application of 1D Kohonen scheme for constructing adaptive meshes %J Sibirskij žurnal vyčislitelʹnoj matematiki %D 2011 %P 131-140 %V 14 %N 2 %I mathdoc %U http://geodesic.mathdoc.fr/item/SJVM_2011_14_2_a1/ %G ru %F SJVM_2011_14_2_a1
A. V. Voytishek; D. S. Khmel. Analytical description for application of 1D Kohonen scheme for constructing adaptive meshes. Sibirskij žurnal vyčislitelʹnoj matematiki, Tome 14 (2011) no. 2, pp. 131-140. http://geodesic.mathdoc.fr/item/SJVM_2011_14_2_a1/