Gibbs States of Graphical Representations in the Potts Model with External Fields
نویسنده
چکیده
We consider the ferromagnetic q-state Potts model, with each of the q spin values coupled to an external field. We also introduce a generalized random cluster model, which includes both the Potts model in arbitrary homogeneous external fields and the non-integer q random cluster model as special cases. We establish the FKG property, the finite energy condition, uniqueness of the infinite cluster, and Gibbsianness of limit states for this generalized model. Furthermore, we develop the theory of Gibbs states for the Edwards-Sokal representation of the Potts model in a field, and relate the phase structure in this representation to those in the spin and random cluster representations. Finally, we characterize the possible color(s) of the infinite cluster(s) and show that the correspondence between Edwards-Sokal Gibbs states and their random cluster marginals is bijective, once the color of the infinite cluster is fixed. ∗Present Address: Microsoft Research, One Microsoft Way, Redmond †On leave from the Center for Theoretical Study, Charles University, Prague GIBBS STATES OF GRAPHICAL REPRESENTATIONS IN THE POTTS MODEL 1
منابع مشابه
Video Image Segmentation with Graphical Models
Video image segmentation plays an important role in video processing and computer vision. This talk gives a brief introduction to some popular segmentation approaches based on the graphical models. A successful deterministic method maps the image segmentation into a minimum graph cut problem. Stochastic approaches are mainly based on the Gibbs sampler. We adopt the Potts model with external fie...
متن کاملThe Asymmetric Random Cluster Model and Comparison of Ising and Potts Models
We introduce the asymmetric random cluster (or ARC) model, which is a graphical representation of the Potts lattice gas, and establish its basic properties. The ARC model allows a rich variety of comparisons (in the FKG sense) between models with diierent parameter values; we give, for example, values (; h) for which the 0's connguration in the Potts lattice gas is dominated by the \+" conngura...
متن کامل2 5 Ju n 19 98 GRAPHICAL REPRESENTATIONS FOR ISING SYSTEMS IN EXTERNAL FIELDS
A graphical representation based on duplication is developed that is suitable for the study of Ising systems in external fields. Two independent replicas of the Ising system in the same field are treated as a single four-state (Ashkin-Teller) model. Bonds in the graphical representation connect the Ashkin-Teller spins. For ferromagnetic systems it is proved that ordering is characterized by per...
متن کاملPressure Dependence of Liquid Vapor Pressure: An Improved Gibbs Prediction
A new model for the vapor phase of a pressurized liquid called "the cluster model: which is originally introduced in this work, along with an accurate equation of state for the liquid phase called the LIR, is used to derive an accurate equation for the vapor pressure of liquid as a function of external pressure. The chemical Potential of both phase have been found to be in good agreement wi...
متن کاملPercolation and Gibbs states multiplicity for ferromagnetic Ashkin – Teller models on Z 2
For a region of the nearest-neighbour ferromagnetic Ashkin–Teller spin systems on Z2, we characterize the existence of multiple Gibbs states via percolation. In particular, there are multiple Gibbs states if and only if there exists percolation of any of the spin types (i.e. the magnetized states are characterized by percolation of the dominant species). This result was previously known only fo...
متن کامل