Way More Than the Sum of Their Parts:
From Statistical to Structural Mixtures

James P. Crutchfield
Complexity Sciences Center
Physics Department
University of California at Davis
Davis, CA 95616

ABSTRACT: We show that mixtures comprised of multicomponent systems typically are much more structurally complex than the sum of their parts; sometimes, infinitely more complex. We contrast this with the more familiar notion of statistical mixtures, demonstrating how statistical mixtures miss key aspects of emergent hierarchical organization. This leads us to identify a new kind of structural complexity inherent in multicomponent systems and to draw out broad consequences for system ergodicity.


James P. Crutchfield, “Way More Than the Sum of Their Parts: From Statistical to Structural Mixtures”, (2025).
doi:.
[pdf]
arXiv.org:2507.XXXXX.