The recent development of the lattice gas automata method and its exte
nsion to the lattice Boltzmann method have provided new computational
schemes for solving a variety of partial differential equations and mo
deling chemically reacting systems. The lattice gas method, regarded a
s the simplest microscopic and kinetic approach which generates meanin
gful macroscopic dynamics, is fully parallel and can, as a result, be
easily programmed on parallel machines. In this paper, we introduce th
e basic principles of the lattice gas method and the lattice Boltzmann
method, their numerical implementations and applications to chemicall
y reacting systems. Comparisons of the lattice Boltzmann method with t
he lattice gas technique and other traditional numerical schemes, incl
uding the finite difference scheme and the pseudo-spectral method, for
solving the Navier-Stokes hydrodynamic fluid flows will be discussed.
Recent developments of the lattice gas and the lattice Boltzmann meth
od and their applications to pattern formation in chemical reaction-di
ffusion systems, multiphase fluid flows and polymeric dynamics will be
presented.