Partition the lattice into blocks of side sites, with , and retain one coarse spin per block. A blocking kernel is a nonnegative conditional weight normalized by for every microscopic configuration. A deterministic majority rule, with fair resolution of ties, is one example.
Define the blocked statistical Hamiltonian and its field-independent constant by
Summing over proves exact equality of the old and new partition functions. The lattice spacing becomes ; expressing lengths again in the original units completes the real-space renormalization group step. Blocking generally generates many-body and longer-range interactions, so exactness requires retaining the full operator space and the additive constant. A finite-coupling truncation is a calculational approximation.

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