T. Prellberg et R. Brak, CRITICAL EXPONENTS FROM NONLINEAR FUNCTIONAL-EQUATIONS FOR PARTIALLY DIRECTED CLUSTER-MODELS, Journal of statistical physics, 78(3-4), 1995, pp. 701-730
We present a method for the derivation of the generating function and
computation of critical exponents for several cluster models (staircas
e, bar-graph, and directed column-convex polygons, as well as partiall
y directed self-avoiding walks), starting with nonlinear functional eq
uations for the generating function. By linearizing these equations, w
e first give a derivation of the generating functions. The nonlinear e
quations are further used to compute the thermodynamic critical expone
nts via a formal perturbation ansatz. Alternatively, taking the contin
uum limit leads to nonlinear differential equations, from which one ca
n extract the scaling function. We find that all the above models are
in the same universality class with exponents gamma(u) = -1/2, gamma(t
) = -1/3, and phi = 2/3. All models have as their scaling function the
logarithmic derivative of the Airy function.