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Numerical Methods for Structured Markov Chains$
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Dario A. Bini, Guy Latouche, and Beatrice Meini

Print publication date: 2005

Print ISBN-13: 9780198527688

Published to Oxford Scholarship Online: September 2007

DOI: 10.1093/acprof:oso/9780198527688.001.0001

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Numerical Methods for Structured Markov Chains

D. A. Bini

G. Latouche

B. Meini

Oxford University Press

The major iterative algorithms based on functional iteration techniques for solving nonlinear matrix equations are described, analysed, and compared in this chapter. First, the basic concepts on fixed point iterations are recalled, then linearly convergent iterations are treated, and finally Newton’s iteration is considered.

Keywords:   iterative algorithms, nonlinear matrix equations, fixed point iterations, Newton’s iteration

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