A quadratically convergent Bernoulli-like algorithm for solving matrix polynomial equations in Markov chains
Electronic transactions on numerical analysis, Tome 17 (2004), pp. 151-167
A quadratically convergent algorithm is developed for solving matrix polynomial equations arising in M/G/1 and G/M/1 type Markov chains. The algorithm is based on the computation of generalized block eigenvalues/vectors of a suitable pair of matrices by means of a Bernoulli-like method. The use of the displacement structure allows one to reduce the computational cost per step. A shifting technique speeds up the rate of convergence.
Classification :
15A24, 60J22, 65F15
Keywords: polynomial matrix equations, Markov chains, generalized eigenvalues/eigenvectors, displacement structure
Keywords: polynomial matrix equations, Markov chains, generalized eigenvalues/eigenvectors, displacement structure
@article{ETNA_2004__17__a5,
author = {He, C. and Meini, B. and Rhee, N.H. and Sohraby, K.},
title = {A quadratically convergent {Bernoulli-like} algorithm for solving matrix polynomial equations in {Markov} chains},
journal = {Electronic transactions on numerical analysis},
pages = {151--167},
year = {2004},
volume = {17},
zbl = {1065.65006},
language = {en},
url = {http://geodesic.mathdoc.fr/item/ETNA_2004__17__a5/}
}
TY - JOUR AU - He, C. AU - Meini, B. AU - Rhee, N.H. AU - Sohraby, K. TI - A quadratically convergent Bernoulli-like algorithm for solving matrix polynomial equations in Markov chains JO - Electronic transactions on numerical analysis PY - 2004 SP - 151 EP - 167 VL - 17 UR - http://geodesic.mathdoc.fr/item/ETNA_2004__17__a5/ LA - en ID - ETNA_2004__17__a5 ER -
%0 Journal Article %A He, C. %A Meini, B. %A Rhee, N.H. %A Sohraby, K. %T A quadratically convergent Bernoulli-like algorithm for solving matrix polynomial equations in Markov chains %J Electronic transactions on numerical analysis %D 2004 %P 151-167 %V 17 %U http://geodesic.mathdoc.fr/item/ETNA_2004__17__a5/ %G en %F ETNA_2004__17__a5
He, C.; Meini, B.; Rhee, N.H.; Sohraby, K. A quadratically convergent Bernoulli-like algorithm for solving matrix polynomial equations in Markov chains. Electronic transactions on numerical analysis, Tome 17 (2004), pp. 151-167. http://geodesic.mathdoc.fr/item/ETNA_2004__17__a5/