Articles with "stochastic matrices" as a keyword



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A geometric study of cores of idempotent stochastic matrices

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Published in 2017 at "Linear Algebra and its Applications"

DOI: 10.1016/j.laa.2017.03.032

Abstract: Abstract For each idempotent E in the compact affine semigroup St n of n × n stochastic matrices the core of E, denoted by Q ( E ) , is defined as the maximal subsemigroup… read more here.

Keywords: cores idempotent; idempotent stochastic; study cores; geometric study ... See more keywords
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A recursive method for constructing doubly stochastic matrices and inverse eigenvalue problem

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Published in 2018 at "Linear Algebra and its Applications"

DOI: 10.1016/j.laa.2017.10.005

Abstract: Abstract This article presents a technique for combining two doubly stochastic matrices with known spectra to create a new matrix. As application of this, we obtain a recursive method for constructing doubly stochastic matrices for… read more here.

Keywords: constructing doubly; doubly stochastic; method constructing; stochastic matrices ... See more keywords
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On a numerical construction of doubly stochastic matrices with prescribed eigenvalues

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Published in 2022 at "Inverse Problems"

DOI: 10.1088/1361-6420/acd273

Abstract: We study the inverse eigenvalue problem for finding doubly stochastic matrices with specified eigenvalues. By making use of a combination of Dykstra’s algorithm and an alternating projection process onto a non-convex set, we derive hybrid… read more here.

Keywords: construction doubly; stochastic matrices; numerical construction; doubly stochastic ... See more keywords
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Generalized Sarymsakov Matrices

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Published in 2019 at "IEEE Transactions on Automatic Control"

DOI: 10.1109/tac.2018.2878476

Abstract: Within the set of stochastic, indecomposable, aperiodic (SIA) matrices, the class of Sarymsakov matrices is the largest known subset that is closed under matrix multiplication, and more critically whose compact subsets are all consensus sets.… read more here.

Keywords: stochastic matrices; condition; class; generalized sarymsakov ... See more keywords
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Products of Generalized Stochastic Matrices With Applications to Consensus Analysis in Networks of Multiagents With Delays

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Published in 2020 at "IEEE Transactions on Cybernetics"

DOI: 10.1109/tcyb.2018.2868994

Abstract: Product theory of stochastic matrices provides a powerful tool in the consensus analysis of discrete-time multiagent systems. However, the classic theory cannot deal with networks with general coupling coefficients involving negative ones, which have been… read more here.

Keywords: consensus analysis; discrete time; time; stochastic matrices ... See more keywords