May 2026
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A Discrete Geometric Toy Model
with Sub-Extensive Constraints for
Scale-Dependent Cosmological Expansion
Abstract
We introduce a discrete geometric toy model in which large-scale cosmological expansion emerges from iterative growth at the Planck scale subject to sub-extensive constraints. The model defines a sequence of configurations generated by a binary growth rule with a correction term, interpreted as geometric or interaction-induced inefficiencies. We construct a mapping between discrete iteration steps and effective cosmological observables, including a scale factor and Hubble-like parameter. A concrete choice of the correction term yields scale-dependent expansion, providing a minimal mechanism for deviations from constant expansion. While highly simplified, the framework serves as a heuristic laboratory for exploring how hierarchical structure and expansion may arise from discrete microphysical rules.
1 Introduction
Reconciling Planck-scale discreteness with the smooth spacetime description of cosmology remains a central open problem in theoretical physics. General relativity successfully describes large-scale dynamics, while quantum theory governs microscopic phenomena, yet a unified description is incomplete.
In this work, we present a discrete geometric toy model designed to explore whether large-scale expansion can emerge from simple growth rules defined at the Planck scale. The model is not intended as a replacement for established frameworks, but rather as a minimal construction for
examining scale hierarchies bridging quantum and cosmological domains.
2 Model Definition
We define a discrete sequence of configurations Sn, where n ∈ N represents a discrete iteration step. Each configuration consists of identical fundamental units interpreted as Planck-scale volumetric elements.
2.1 Binary Growth Rule
In the idealized case:
_______________N (n) = 2n____________________(1)
where N (n) = 2n number of units.
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2.2 Geometric Interpretation
Each unit has volume vP ∼ l3P . The total volume is:
_______________(n) = N (n)vP __________________(2)
We define an effective radius:
______________R(n) ∼ V (n)1/3 ∼ N (n)1/3lP___________(3)
2.3 Extended Growth Dynamics
We generalize the growth rule:
________________N (n + 1) = 2N (n) − ϵ(n)___________(4)
where ϵ(n) ≥ 0 represents geometric or interaction constraints.
A sub-extensive parametrization is:
________________ϵ(n) = κN (n)α, 0 < α < 1________–__ (5)
This preserves monotonic growth while introducing scale-dependent deviations.
3 Effective Cosmological Quantities
3.1 Scale Factor
___________________a(n) ∼ N (n)1/3 __________ ___(6)
3.2 Time Mapping
____________________t = nτ______________ __ __(7)
3.3 Expansion Rate

In the ideal case:

With constraints:

Substituting:
_______________H(n) = H0 − cN (n)α−1 _____________ ___(11)
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4 Minimal Test Case
Let:

Then:
_______________H(n) = H0 − cN (n)−1/2_______________(13)
This yields scale-dependent expansion.
5 Interpretation
The model exhibits exponential or near-exponential growth modified by constraints, suggesting a mechanism for emergent large-scale expansion from discrete dynamics.
6 Relation to Cosmology
The model resembles FLRW expansion qualitatively but does not derive from Einstein equations.
7 Limitations
- No relativistic invariance
- No matter coupling
- No action principle
- Heuristic assumptions
8 Conclusion
We presented a discrete toy model in which sub-extensive constraints produce scale-dependent expansion. This provides a minimal framework for exploring connections between discrete micro-physics and cosmological behavior.
References
- Ambjørn, J., Jurkiewicz, J., & Loll, R. (2005). Reconstructing the universe.
- Rovelli, C. (2004). Quantum Gravity.
- Van Raamsdonk, M. (2010). Building up spacetime with quantum entanglement.
- Weinberg, S. (2008). Cosmology.
- Barab’asi, A.-L. (2016). Network Science.
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