3. Mean field theory for magnetic systems:
We will now consider the interacting Hamiltonian of spin-1/2 Ising Model. Note that the non-interacting Ising spins
in an external field H described by the Hamiltonian
does not show any phase transition. Spontaneous magnetization goes to zero even at T = 0. There are two approaches: the classical approach by Weiss and the minimization of free energy by Bragg-Williams. We will develop the mean field equation of state applying both the approaches.
3.1 Classical approach: Weiss theory
The spin-1/2 Ising Hamiltonian in presence of an external magnetic field H is given by
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where
and μ is the magnetic moment of each spin. In the classical mean field approximation invented by P. E. Weiss, the spin-spin interaction is replaced by an average magnetic field in which the spin is sitting and the field should be proportional to magnetization. The self-consistent field is then given by
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where z is the coordination number (the number of nearest neighbors) of the lattice and m is the magnetization per spin. Hence, the mean field Hamiltonian for single spin can be written as
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Note that all details of the lattice structure is now lost. Only z, the coordination number, can not describe a lattice. For example, both for 2d triangular lattice and 3d simple cubic lattice the coordination number is z=6. If the system is in thermal equilibrium with a heat bath at temperature T, the single particle canonical partition function is given by
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where
. Hence, the free energy density is
.
The per spin magnetization m then can be calculated as
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This is the self-consistent mean field equation of state.