Math 2.0

Statistical mechanics, structure of matter Definition

Renormalization group

Builds on Correlation functionIsing modelSemigroup

Definition

Let π’¦βŠ‚β„n\mathcal{K} \subset \R^n be a set of coupling constants, each Kβˆˆπ’¦K \in \mathcal{K} defining a Hamiltonian HKH_K of a lattice system on β„€d\Z^d. For Kβˆˆπ’¦K \in \mathcal{K}, let ZN(K)Z_N(K) be the partition function on a box of NN sites. Let f(K)=lim⁑Nβ†’βˆžNβˆ’1log⁑ZN(K)f(K) = \lim_{N \to \infty} N^{-1} \log Z_N(K) be the free energy per site, up to the factor βˆ’Ξ²βˆ’1-\beta^{-1}, and ΞΎ(K)\xi(K) the correlation length in lattice units. Let BB be a multiplicative semigroup of real numbers bβ‰₯1b \ge 1 that contains 11. A renormalization group is a family of maps Rb ⁣:𝒦→𝒦R_b \colon \mathcal{K} \to \mathcal{K}, for b∈Bb \in B, such that:

  1. R1R_1 is the identity and Rb∘Rbβ€²=Rbbβ€²R_b \circ R_{b'} = R_{b b'};
  2. there is a function GbG_b on 𝒦\mathcal{K} with ZN(K)=eNGb(K)ZN/bd(RbK)Z_N(K) = e^{N G_b(K)} Z_{N / b^d}(R_b K), so that f(K)=Gb(K)+bβˆ’df(RbK)f(K) = G_b(K) + b^{-d} f(R_b K);
  3. ΞΎ(RbK)=ΞΎ(K)/b\xi(R_b K) = \xi(K) / b, where ΞΎ\xi is the correlation length.

Each RbR_b is a renormalization group transformation.

Remarks

A point Kβˆ—K^* with RbKβˆ—=Kβˆ—R_b K^* = K^* is a fixed point, and clause 3 forces ΞΎ(Kβˆ—)=0\xi(K^*) = 0 or ΞΎ(Kβˆ—)=∞\xi(K^*) = \infty. Critical points flow to fixed points with ΞΎ=∞\xi = \infty.

Example: decimation of the Ising chain with coupling K=Ξ²JK = \beta J at zero field, for b=2kb = 2^k. Summing over a spin ss between s1s_1 and s2s_2 gives βˆ‘s=Β±1eKs(s1+s2)=A eKβ€²s1s2\sum_{s = \pm 1} e^{K s (s_1 + s_2)} = A \, e^{K' s_1 s_2} with tanh⁑Kβ€²=tanh⁑2K\tanh K' = \tanh^2 K and A2=4cosh⁑2KA^2 = 4 \cosh 2K. So ZN(K)=AN/2ZN/2(Kβ€²)Z_N(K) = A^{N/2} Z_{N/2}(K'), which is clause 2. Since ΞΎ(K)=βˆ’1/log⁑tanh⁑K\xi(K) = -1/\log \tanh K, the new coupling has ΞΎ(Kβ€²)=ΞΎ(K)/2\xi(K') = \xi(K)/2, which is clause 3. The fixed points are K=0K = 0 and K=∞K = \infty, and every 0<K<∞0 < K < \infty flows to 00.

Non-example: the identity map taken as R2R_2 fails clause 3 at every KK with 0<ΞΎ(K)<∞0 < \xi(K) < \infty, since ΞΎ(K)β‰ ΞΎ(K)/2\xi(K) \ne \xi(K)/2.

In practice RbR_b is constructed by block spins or by integrating out momentum shells, and it is usually only approximate, because new couplings appear at each step.

Reading path

To understand this page from the ground up, read these 4 pages in order. The foundations come first.

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  1. Correlation function concept
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  3. Semigroup concept
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Further reading

  1. Web https://en.wikipedia.org/wiki/Renormalization_group
About this page
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Kinddefinition
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MSC82B28, 81T17, 82B27
DefinesRenormalization group
UsesCorrelation function, Ising model, Semigroup
Changed3 November 2026

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