Questions tagged [positive-matrices]

A positive matrix is one whose entries are positive.

An $m\times n$ matrix $M$ is positive if each entry $m_{ij}>0$, $1\leq i\leq m,1\leq j\leq n$; the closely related term non-negative allows for the case $m_{ij}\geq 0$ (see ). Note that this is not the same notion as positive definite: $\pmatrix{5&4\\ 3&2}$ is positive but not positive definite and $\pmatrix{5&4\\ -3&2}$ is positive definite but not positive.

Non-negative matrices are more common (for example, as transition matrices in Markov chains) but positive matrices are interesting in their own right. For instance, the Perron-Frobenius theorem asserts the existence of a unique largest positive eigenvalue of positive matrices.

62 questions
1
vote
3 answers

positive Markov Matrix

For a positive Markov matrix which satisfy 1) every element is positive 2) each column sums to 1. It's easy to prove that 1 is a eigenvalue and every $ | \lambda | \leq 1 $. However, is there any way to prove that $ \lambda \neq -1 $ ?
feng
  • 11
0
votes
2 answers

Matrix inequalities - Positive matrices

Given the inequality $A - B > 0$, we can consider that $A > B$ [1]. Is it also true that, for $A \, B > I$, $det(A) \neq 0$, then B > inv(A)? [1] Bellman, R. (1997). Introduction to matrix analysis (Vol. 19). Siam.