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An algorithm for computing the Perron root of a nonnegative irreducible matrix

Posted on:2008-08-22Degree:Ph.DType:Dissertation
University:North Carolina State UniversityCandidate:Chanchana, PrakashFull Text:PDF
GTID:1440390005455829Subject:Mathematics
Abstract/Summary:
We present a new algorithm for computing the Perron root of a nonnegative irreducible matrix. The algorithm is formulated by combining a reciprocal of the well known Collatz's formula with a special inverse iteration algorithm discussed in [10, Linear Algebra Appl., 15 (1976), pp 235-242 ]. Numerical experiments demonstrate that our algorithm is able to compute the Perron root accurately and faster than other well known algorithms; in particular, when the size of the matrix is large. The proof of convergence of our algorithm is also presented.
Keywords/Search Tags:Algorithm, Perron root
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