N-vector Model
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In statistical mechanics, the ''n''-vector model or O(''n'') model is a simple system of interacting
spins The spins (as in having "the spins")Diane Marie Leiva. ''The Florida State University College of Education''Women's Voices on College Drinking: The First-Year College Experience"/ref> is an adverse reaction of intoxication that causes a state of ...
on a
crystalline lattice A crystal or crystalline solid is a solid material whose constituents (such as atoms, molecules, or ions) are arranged in a highly ordered microscopic structure, forming a crystal lattice that extends in all directions. In addition, macros ...
. It was developed by
H. Eugene Stanley Harry Eugene Stanley (born March 28, 1941) is an American physicist and University Professor at Boston University. He has made seminal contributions to statistical physics and is one of the pioneers of interdisciplinary science. His current r ...
as a generalization of the
Ising model The Ising model () (or Lenz-Ising model or Ising-Lenz model), named after the physicists Ernst Ising and Wilhelm Lenz, is a mathematical model of ferromagnetism in statistical mechanics. The model consists of discrete variables that represent ...
, XY model and Heisenberg model. In the ''n''-vector model, ''n''-component unit-length classical
spins The spins (as in having "the spins")Diane Marie Leiva. ''The Florida State University College of Education''Women's Voices on College Drinking: The First-Year College Experience"/ref> is an adverse reaction of intoxication that causes a state of ...
\mathbf_i are placed on the vertices of a ''d''-dimensional lattice. The
Hamiltonian Hamiltonian may refer to: * Hamiltonian mechanics, a function that represents the total energy of a system * Hamiltonian (quantum mechanics), an operator corresponding to the total energy of that system ** Dyall Hamiltonian, a modified Hamiltonian ...
of the ''n''-vector model is given by: :H = -J_\mathbf_i \cdot \mathbf_j where the sum runs over all pairs of neighboring spins \langle i, j \rangle and \cdot denotes the standard Euclidean inner product. Special cases of the ''n''-vector model are: :n=0: The
self-avoiding walk In mathematics, a self-avoiding walk (SAW) is a sequence of moves on a lattice (a lattice path) that does not visit the same point more than once. This is a special case of the graph theoretical notion of a path. A self-avoiding polygon (SAP) ...
:n=1: The
Ising model The Ising model () (or Lenz-Ising model or Ising-Lenz model), named after the physicists Ernst Ising and Wilhelm Lenz, is a mathematical model of ferromagnetism in statistical mechanics. The model consists of discrete variables that represent ...
:n=2: The XY model :n=3: The Heisenberg model :n=4:
Toy model In the modeling of physics, a toy model is a deliberately simplistic model with many details removed so that it can be used to explain a mechanism concisely. It is also useful in a description of the fuller model. * In "toy" mathematical models ...
for the Higgs sector of the Standard Model The general mathematical formalism used to describe and solve the ''n''-vector model and certain generalizations are developed in the article on the
Potts model In statistical mechanics, the Potts model, a generalization of the Ising model, is a model of interacting spins on a crystalline lattice. By studying the Potts model, one may gain insight into the behaviour of ferromagnets and certain other phenom ...
.


Continuum limit

The
continuum limit In mathematical physics and mathematics, the continuum limit or scaling limit of a lattice model refers to its behaviour in the limit as the lattice spacing goes to zero. It is often useful to use lattice models to approximate real-world processe ...
can be understood to be the
sigma model In physics, a sigma model is a field theory that describes the field as a point particle confined to move on a fixed manifold. This manifold can be taken to be any Riemannian manifold, although it is most commonly taken to be either a Lie group or ...
. This can be easily obtained by writing the Hamiltonian in terms of the product :-\tfrac(\mathbf_i - \mathbf_j) \cdot (\mathbf_i - \mathbf_j) = \mathbf_i \cdot \mathbf_j - 1 where \mathbf_i \cdot \mathbf_i=1 is the "bulk magnetization" term. Dropping this term as an overall constant factor added to the energy, the limit is obtained by defining the Newton
finite difference A finite difference is a mathematical expression of the form . If a finite difference is divided by , one gets a difference quotient. The approximation of derivatives by finite differences plays a central role in finite difference methods for t ...
as :\delta_h mathbfi,j)=\frac on neighboring lattice locations i,j. Then \delta_h mathbfto\nabla_\mu\mathbf in the limit h\to 0, where \nabla_\mu is the
gradient In vector calculus, the gradient of a scalar-valued differentiable function of several variables is the vector field (or vector-valued function) \nabla f whose value at a point p is the "direction and rate of fastest increase". If the gr ...
in the (i,j)\to\mu direction. Thus, in the limit, :-\mathbf_i\cdot \mathbf_j\to \tfrac\nabla_\mu\mathbf \cdot \nabla_\mu\mathbf which can be recognized as the kinetic energy of the field \mathbf in the
sigma model In physics, a sigma model is a field theory that describes the field as a point particle confined to move on a fixed manifold. This manifold can be taken to be any Riemannian manifold, although it is most commonly taken to be either a Lie group or ...
. One still has two possibilities for the spin \mathbf: it is either taken from a discrete set of spins (the
Potts model In statistical mechanics, the Potts model, a generalization of the Ising model, is a model of interacting spins on a crystalline lattice. By studying the Potts model, one may gain insight into the behaviour of ferromagnets and certain other phenom ...
) or it is taken as a point on the
sphere A sphere () is a geometrical object that is a three-dimensional analogue to a two-dimensional circle. A sphere is the set of points that are all at the same distance from a given point in three-dimensional space.. That given point is th ...
S^; that is, \mathbf is a continuously-valued vector of unit length. In the later case, this is referred to as the O(n) non-linear sigma model, as the rotation group O(n) is group of
isometries In mathematics, an isometry (or congruence, or congruent transformation) is a distance-preserving transformation between metric spaces, usually assumed to be bijective. The word isometry is derived from the Ancient Greek: ἴσος ''isos'' mea ...
of S^, and obviously, S^ isn't "flat", ''i.e.'' isn't a linear field.


References

Lattice models {{statisticalmechanics-stub