Canonical quantum gravity: Difference between revisions

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→‎Canonical quantization with constraints: Poisson! and not Poission or Poison
 
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{{hatnote|Not to be confused with [[Totally positive matrix]] and [[Positive-definite matrix]].}}
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In [[mathematics]], a '''nonnegative matrix''' is a [[matrix (mathematics)|matrix]] in which all the elements are equal to or greater than zero
: <math>\mathbf{X} \geq 0, \qquad \forall i,j\, x_{ij} \geq 0.</math>
A '''positive matrix''' is a matrix in which all the elements are greater than zero. The set of positive matrices is a subset of all non-negative matrices.
 
Any [[transition matrix]] for a [[Markov chain]] is a non-negative matrix.
 
A rectangular non-negative matrix can be approximated by a decomposition with two other non-negative matrices via [[non-negative matrix factorization]].
 
A positive matrix is not the same as a [[positive-definite matrix]].
A matrix that is both non-negative and positive semidefinite is called a '''doubly non-negative matrix'''.
 
Eigenvalues and eigenvectors of square positive matrices are described by the [[Perron–Frobenius theorem]].
 
== Inversion ==
The inverse of any [[Invertible matrix|non-singular]] [[M-matrix]] is a non-negative matrix. If the non-singular M-matrix is also symmetric then it is called a [[Stieltjes matrix]].
 
The inverse of a non-negative matrix is usually not non-negative. The exception is the non-negative [[monomial matrices]]: a non-negative matrix has non-negative inverse if and only if it is a (non-negative) monomial matrix. Note that thus the inverse of a positive matrix is not positive or even non-negative, as positive matrices are not monomial, for dimension <math>n > 1.</math>
 
== Specializations ==
There are a number of groups of matrices that form specializations of non-negative matrices, e.g. [[stochastic matrix]]; [[doubly stochastic matrix]]; [[symmetric matrix|symmetric]] non-negative matrix.
 
== See also ==
 
[[Metzler matrix]]
 
== Bibliography ==
# Abraham Berman, Robert J. Plemmons, ''Nonnegative Matrices in the Mathematical Sciences'', 1994, SIAM. ISBN 0-89871-321-8.
#A. Berman and R. J. Plemmons, ''Nonnegative Matrices in the Mathematical Sciences'', Academic Press, 1979 (chapter 2), ISBN 0-12-092250-9
#R.A. Horn and C.R. Johnson, ''Matrix Analysis'', Cambridge University Press, 1990 (chapter 8).
# {{cite book| last = Krasnosel'skii
| first = M. A.
| authorlink = Mark Krasnosel'skii
| title=Positive Solutions of Operator Equations
| publisher=P.Noordhoff Ltd
| location= [[Groningen (city)|Groningen]]
| year=1964| pages=381 pp.}}
#{{cite book| last1 = Krasnosel'skii
| first1 = M. A.
| authorlink1=Mark Krasnosel'skii
| last2 = Lifshits
| first2 = Je.A.
| last3 = Sobolev
| first3 = A.V.
| title = Positive Linear Systems: The method of positive operators
| series = Sigma Series in Applied Mathematics | volume=5 |pages=354 pp.
| publisher = Helderman Verlag
| location= [[Berlin]]
| year=1990}}
# Henryk Minc, ''Nonnegative matrices'', John Wiley&Sons, New York, 1988, ISBN 0-471-83966-3
# Seneta, E. ''Non-negative matrices and Markov chains''. 2nd rev. ed., 1981, XVI, 288 p., Softcover Springer Series in Statistics. (Originally published by Allen & Unwin Ltd., London, 1973) ISBN 978-0-387-29765-1
# [[Richard S. Varga]] 2002 ''Matrix Iterative Analysis'', Second ed. (of 1962 Prentice Hall edition), Springer-Verlag.
 
[[Category:Matrices]]
 
 
{{Linear-algebra-stub}}

Latest revision as of 13:00, 23 December 2014

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