Efficient Monte Carlo algorithm and high-precision results for percolation.
@article{Newman2000EfficientMC, title={Efficient Monte Carlo algorithm and high-precision results for percolation.}, author={Mark E. J. Newman and Robert M. Ziff}, journal={Physical review letters}, year={2000}, volume={85 19}, pages={ 4104-7 } }
We present a new Monte Carlo algorithm for studying site or bond percolation on any lattice. The algorithm allows us to calculate quantities such as the cluster size distribution or spanning probability over the entire range of site or bond occupation probabilities from zero to one in a single run which takes an amount of time scaling linearly with the number of sites on the lattice. We use our algorithm to determine that the percolation transition occurs at p(c) = 0.592 746 21(13) for site…
323 Citations
Fast Monte Carlo algorithm for site or bond percolation.
- PhysicsPhysical review. E, Statistical, nonlinear, and soft matter physics
- 2001
An efficient algorithm is described that can measure an observable quantity in a percolation system for all values of the site or bond occupation probability from zero to one in an amount of time that scales linearly with the size of the system.
Convergence of threshold estimates for two-dimensional percolation.
- MathematicsPhysical review. E, Statistical, nonlinear, and soft matter physics
- 2002
This work shows that the convergence of the average-probability estimate is described by a nontrivial correction-to-scaling exponent as predicted previously, and measures the value of this exponent to be 0.90+/-0.02.
Percolation on two- and three-dimensional lattices.
- PhysicsPhysical review. E, Statistical, nonlinear, and soft matter physics
- 2003
A highly efficient Monte Carlo algorithm recently proposed by Newman and Ziff is applied to treat percolation problems to confirm the universal aspect of the wrapping probabilities regarding site and bond dilution.
Bond percolation on simple cubic lattices with extended neighborhoods.
- PhysicsPhysical review. E
- 2020
The results show that the percolation thresholds of these and other three-dimensional lattices decrease monotonically with the coordination number z quite accurately according to a power-law p_{c}∼z^{-a} with exponent a=1.111.
Percolation of randomly distributed growing clusters: finite-size scaling and critical exponents for the square lattice.
- PhysicsPhysical review. E, Statistical, nonlinear, and soft matter physics
- 2010
This continuous transition that separates a phase of finite clusters from a phase characterized by the presence of a giant component is studied in detail and is found to belong to a different universality class from the standard percolation transition.
Percolation of the site random-cluster model by Monte Carlo method.
- Computer SciencePhysical review. E, Statistical, nonlinear, and soft matter physics
- 2015
A site random-cluster model is proposed by introducing an additional cluster weight in the partition function of the traditional site percolation by combining the color-assignation and the Swendsen-Wang methods to design a highly efficient cluster algorithm with a small critical slowing-down phenomenon.
Explosive site percolation and finite-size hysteresis.
- PhysicsPhysical review. E, Statistical, nonlinear, and soft matter physics
- 2011
Evidence that explosive site percolation surprisingly may belong to a different universality class than bond percolations on lattices, providing that the transitions are continuous and obey the conventional finite size scaling forms is found.
Percolation of polyatomic species on a simple cubic lattice
- Physics
- 2013
In the present paper, the site-percolation problem corresponding to linear k-mers (containing k identical units, each one occupying a lattice site) on a simple cubic lattice has been studied. The…
Numerical results for crossing, spanning and wrapping in two-dimensional percolation
- Physics
- 2003
Using a recently developed method to simulate percolation on large clusters of distributed machines [1], we have numerically calculated crossing, spanning and wrapping probabilities in…
References
SHOWING 1-10 OF 24 REFERENCES
Histogram Monte Carlo renormalization-group method for percolation problems.
- PhysicsPhysical review. B, Condensed matter
- 1992
We present a histogram Monte Carlo method to calculate the existence probability E p , the percolation probability P, and the mean-cluster size S for percolation problems as continuous functions of…
Introduction To Percolation Theory
- Physics
- 1985
Preface to the Second Edition Preface to the First Edition Introduction: Forest Fires, Fractal Oil Fields, and Diffusion What is percolation? Forest fires Oil fields and fractals Diffusion in…
Generation of percolation cluster perimeters by a random walk
- Physics
- 1984
A type of self-avoiding random walk whish generates the perimeter of two- dimensional lattice-percolation clusters is given. The algorithm has been simulated on a computer, yielding the mean…
Statics of a "self-organized" percolation model.
- PhysicsPhysical review letters
- 1993
A stochastic forest-fire'' model is considered and critical exponents in the self-organized critical limit are found, contrary to earlier results of Drossel and Schwabl.
Spreading and backbone dimensions of 2D percolation
- Mathematics
- 1992
The author presents results of high-statistics simulations of the spreading of 2D percolation, and of backbones of 2D percolation clusters. While the algorithm employed for the spreading is more or…
Epidemics and percolation in small-world networks.
- MathematicsPhysical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics
- 2000
The resulting models display epidemic behavior when the infection or transmission probability rises above the threshold for site or bond percolation on the network, and are given exact solutions for the position of this threshold in a variety of cases.
Invaded cluster algorithm for Potts models.
- Computer SciencePhysical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics
- 1996
The invaded cluster algorithm, a method for simulating phase transitions, is described in detail and numerical evidence suggests that the algorithm has no critical slowing for Ising models.
Critical percolation on the torus
- Mathematics
- 1994
We compute the various crossing probabilities defined by R. Langlands, P. Pouliot, and Y. Saint-Aubin for the critical percolation on the torus.
Spanning probability in 2D percolation.
- MathematicsPhysical review letters
- 1992
The probability of a site percolation cluster to span a square lattice of side L at occupancy p is reexamined and it is confirmed that p is in agreement with universality but not with renormalization-group theory.