Complexity and Its Creation

TL;DR

This paper introduces a scale-invariant measure of shape complexity for finite particle collections, linking it to gravitational principles and suggesting implications for the universe's uniformity and structure formation.

Contribution

It proposes a novel, universal shape complexity measure that relates to gravitational laws and offers a new perspective on the formation and probability of physical structures.

Findings

Shape complexity is scale-invariant and measures uniformity or clustering.

Complexity relates mathematically to Newtonian gravity functions.

The theory supports the cosmological principle and potential generalizations.

Abstract

Except for crystalline or random structures, an agreed definition of complexity for intermediate and hence interesting cases does not exist. We fill this gap with a notion of complexity that characterises shapes formed by any finite number of particles greater than or equal to the three needed to define triangle shapes. The resulting shape complexity is a simple scale-invariant quantity that measures the extent to which a collection of particles has a uniform or clustered distribution. As a positive-definite number with an absolute minimum realised on the most uniform distribution the particles can have, it not only characterises all physical structures from crystals to the most complex that can exist but also determines for them a measure that makes richly structured shapes more probable than bland ones. Strikingly, the criterion employed to define the shape complexity forces it to be the product of the two functions that define Newtonian universal gravitation. This suggests both the form and solutions the law of a universe of such particles should have and leads to a theory that not only determines the complexity and probability of any individual shape but also its creation from the maximally uniform shape. It does this moreover in a manner which makes it probable that the cosmological principle, according to which on a sufficiently large scale the universe should have the same appearance everywhere, holds. Our theory relies on universal group-theoretical principles that may allow generalisation to include all forces and general relativity.