Random walks on general graphs play an important role in understanding the general theory of stochastic processes. Beyond their fundamental interest in probability theory, they arise also as simple models of physical systems. A brief survey of the physical relevance of the notion of random walk on both undirected and directed graphs is given followed by the exposition of some recent results on random walks on randomly oriented lattices. It is worth noticing that general undirected graphs are associated with (not necessarily Abelian) C*-algebras. Since quantum mechanics is naturally formulated in terms of C*-algebras, the study of random walks on directed lattices has been motivated lately by the development of the new field of quantum information and communication.
M. Campanino, D. Petritis (2004). On the physical relevance of random walks: an example of random walks on a randomly oriented lattice. BERLINO : de Gruyter.
On the physical relevance of random walks: an example of random walks on a randomly oriented lattice
CAMPANINO, MASSIMO;
2004
Abstract
Random walks on general graphs play an important role in understanding the general theory of stochastic processes. Beyond their fundamental interest in probability theory, they arise also as simple models of physical systems. A brief survey of the physical relevance of the notion of random walk on both undirected and directed graphs is given followed by the exposition of some recent results on random walks on randomly oriented lattices. It is worth noticing that general undirected graphs are associated with (not necessarily Abelian) C*-algebras. Since quantum mechanics is naturally formulated in terms of C*-algebras, the study of random walks on directed lattices has been motivated lately by the development of the new field of quantum information and communication.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.