On some properties of the Laplacian matrix revealed by the RCM algorithm
Czechoslovak Mathematical Journal, Tome 66 (2016) no. 3, pp. 603-620
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In this paper we present some theoretical results about the irreducibility of the Laplacian matrix ordered by the Reverse Cuthill-McKee (RCM) algorithm. We consider undirected graphs with no loops consisting of some connected components. RCM is a well-known scheme for numbering the nodes of a network in such a way that the corresponding adjacency matrix has a narrow bandwidth. Inspired by some properties of the eigenvectors of a Laplacian matrix, we derive some properties based on row sums of a Laplacian matrix that was reordered by the RCM algorithm. One of the theoretical results serves as a basis for writing an easy MATLAB code to detect connected components, by using the function ``symrcm'' of MATLAB. Some examples illustrate the theoretical results.
DOI :
10.1007/s10587-016-0281-y
Classification :
05C50, 15B36
Keywords: ordering algorithm; reverse Cuthill-McKee algorithm; graph partitioning; Laplacian matrix
Keywords: ordering algorithm; reverse Cuthill-McKee algorithm; graph partitioning; Laplacian matrix
@article{10_1007_s10587_016_0281_y,
author = {Pedroche, Francisco and Rebollo, Miguel and Carrascosa, Carlos and Palomares, Alberto},
title = {On some properties of the {Laplacian} matrix revealed by the {RCM} algorithm},
journal = {Czechoslovak Mathematical Journal},
pages = {603--620},
publisher = {mathdoc},
volume = {66},
number = {3},
year = {2016},
doi = {10.1007/s10587-016-0281-y},
mrnumber = {3556856},
zbl = {06644022},
language = {en},
url = {http://geodesic.mathdoc.fr/articles/10.1007/s10587-016-0281-y/}
}
TY - JOUR AU - Pedroche, Francisco AU - Rebollo, Miguel AU - Carrascosa, Carlos AU - Palomares, Alberto TI - On some properties of the Laplacian matrix revealed by the RCM algorithm JO - Czechoslovak Mathematical Journal PY - 2016 SP - 603 EP - 620 VL - 66 IS - 3 PB - mathdoc UR - http://geodesic.mathdoc.fr/articles/10.1007/s10587-016-0281-y/ DO - 10.1007/s10587-016-0281-y LA - en ID - 10_1007_s10587_016_0281_y ER -
%0 Journal Article %A Pedroche, Francisco %A Rebollo, Miguel %A Carrascosa, Carlos %A Palomares, Alberto %T On some properties of the Laplacian matrix revealed by the RCM algorithm %J Czechoslovak Mathematical Journal %D 2016 %P 603-620 %V 66 %N 3 %I mathdoc %U http://geodesic.mathdoc.fr/articles/10.1007/s10587-016-0281-y/ %R 10.1007/s10587-016-0281-y %G en %F 10_1007_s10587_016_0281_y
Pedroche, Francisco; Rebollo, Miguel; Carrascosa, Carlos; Palomares, Alberto. On some properties of the Laplacian matrix revealed by the RCM algorithm. Czechoslovak Mathematical Journal, Tome 66 (2016) no. 3, pp. 603-620. doi: 10.1007/s10587-016-0281-y
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