Properties of sparse random matrices over finite fields


Autoria(s): Alamino, Roberto C.; Saad, David
Data(s)

01/04/2009

Resumo

Typical properties of sparse random matrices over finite (Galois) fields are studied, in the limit of large matrices, using techniques from the physics of disordered systems. For the case of a finite field GF(q) with prime order q, we present results for the average kernel dimension, average dimension of the eigenvector spaces and the distribution of the eigenvalues. The number of matrices for a given distribution of entries is also calculated for the general case. The significance of these results to error-correcting codes and random graphs is also discussed.

Formato

application/pdf

Identificador

http://eprints.aston.ac.uk/7246/1/randmatrix.pdf

Alamino, Roberto C. and Saad, David (2009). Properties of sparse random matrices over finite fields. Journal of Statistical Mechanics, 2009 (4), P04017.

Relação

http://eprints.aston.ac.uk/7246/

Tipo

Article

PeerReviewed