A note on the stochastic roots of stochastic matrices

Qi-Ming He , Eldon Gunn

Journal of Systems Science and Systems Engineering ›› 2003, Vol. 12 ›› Issue (2) : 210 -223.

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Journal of Systems Science and Systems Engineering ›› 2003, Vol. 12 ›› Issue (2) : 210 -223. DOI: 10.1007/s11518-006-0131-9
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A note on the stochastic roots of stochastic matrices

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Abstract

In this paper, we study the stochastic root matrices of stochastic matrices. All stochastic roots of 2×2 stochastic matrices are found explicitly. A method based on characteristic polynomial of matrix is developed to find all real root matrices that are functions of the original 3×3 matrix, including all possible (function) stochastic root matrices. In addition, we comment on some numerical methods for computing stochastic root matrices of stochastic matrices.

Keywords

Markov chain / stochastic matrix / matrix root / linear algebra

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Qi-Ming He, Eldon Gunn. A note on the stochastic roots of stochastic matrices. Journal of Systems Science and Systems Engineering, 2003, 12(2): 210-223 DOI:10.1007/s11518-006-0131-9

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