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General formulation

The renormalization group (RG) has little to do with ``group theory'' as it is meant mathematically. Also, there is no uniqueness to the renormalization group, so the use of ``the'' in this context is misleading. Rather, the RG is an idea that exploits the physics of systems near their critical point which leads to a procedure for finding the critical point. It also offers an explanation of universality, perhaps the closest thing there is to a proof of this concept. Finally, through the scaling hypothesis, it generates relations, called scaling relations satisfied by the critical exponents. It does not allow actual determination of specific exponents. However, given a numerical calculation or some other method of determining a small subset of exponents, the scaling relations can be used to determine the remaining exponents.

In order to see how the RG works, we will consider a specific example. Consider a square spin lattice:

   figure137
Figure 1:

which has been separated into 3 tex2html_wrap_inline650 3 blocks as shown. Consider defining a new spin lattice from the old by application of a coarse-graining procedure in which each 3 tex2html_wrap_inline650 3 block is replaced by a single spin. The new spin is an up spin if the majority of spins in the block is up and down is the majority point down. The new lattice is shown below:

   figure146
Figure 2:

Such a transformation is called a block spin transformation. Near a critical point, the system will exhibit long-range ordering, hence the coarse-graining procedure should yield a new spin lattice that is statistically equivalent to the old spin lattice. If this is so, then the spin lattice is said to possess scale invariance.

What will be the Hamiltonian for the new spin lattice? To answer this, consider the partition function at h=0 for the old spin lattice using the Ising Hamiltonian as the starting point:

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The block spin transformation can be expressed by defining, for each block, a transformation function:

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When inserted into the expression for the partition function, T acts to project out those configurations that are consistent with the block spin transformation, leaving a function of only the new spin variables tex2html_wrap_inline658 , in terms of which a new partition function can be defined. To see how this works, let the new Hamiltonian be defined through:

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That this is a consistent definition follows from the fact that

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Thus, tracing both sides of the projected partition function expression over tex2html_wrap_inline660 yields:

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which states that the partition function is preserved by the block spin transformation, hence the physical properties are also preserved.

Transformations of this type should be chosen so as to preserve the functional form of the Hamiltonian, for if this is done, then the transformation can be iterated in exactly the same way for each new lattice produced by the previous iteration. The importance of being able to iterate the procedure is that, in a truly ordered state formed at a critical point, the iteration transformation will produce exactly the same lattice as the previous iteration, thus signifying the existence of a critical point. If the functional form of the Hamiltonian is preserved, then only its parameters are affected by the transformation, so we can think of the transformation as acting on these parameters. If the original Hamiltonian contains parameters tex2html_wrap_inline662 (e.g., the J coupling in Ising model), then the transformation yields a Hamiltonian with a new set of parameters tex2html_wrap_inline666 , such that the new parameters are functions of the old parameters

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The vector function tex2html_wrap_inline668 characterizes the transformation. These equations are called the renormalization group equations or renormalization group transformations. By iterating the RG equations, it is possible to determine if a system has an ordered phase or not and for what values of the parameters such a phase will occur.


next up previous
Next: Example: The one-dimensional Ising Up: Renormalization group and the Previous: Renormalization group and the

Mark Tuckerman
Tue May 4 17:17:42 EDT 1999