For a sufficiently regular uniformly expanding full-branch interval map, the geometric potential assigns the inverse Jacobian determinant weight. Its transfer operator is . Under the standard smooth full-branch hypotheses, a positive Lipschitz fixed density generates the corresponding invariant symbolic Gibbs measure. A different potential generally produces another measure, possibly singular with respect to Lebesgue measure.
If cylinder weights are , , and is Lipschitz with constant , then is the logarithm of a cylinder average. For , . Thus uniformly shrinking expanding-map cylinders give the geometric convergence estimate. Conversely, if converge uniformly at that rate to and the symbolic law is shift invariant, has exactly the same cylinder masses: subdivide a fixed cylinder into level- cylinders, compare integrals within factors , and let increase. This proves absolute continuity and invariance.

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