Coherent Comparison as Information Cost: Axiomatic Foundations for Discrete Ledger Dynamics
Abstract
We develop an information-theoretic, cost-first framework for discrete dynamics in which the primitive operation is ratio-based comparison. Given two quantities compared via their ratio x=a/b, we assign a cost F(x) measuring deviation from equilibrium (x=1). Adopting a reciprocal d’Alembert composition law motivated by coherent chaining, together with quadratic calibration at unity, uniquely determines a reciprocal comparison cost J(x)=12x+x−1−1. Taking J as input, we model recognition events as deterministic updates on directed graphs recorded in a minimal ledger. Minimality (no intra-tick ordering metadata) together with non-commutativity of events implies atomic ticks: at most one event per tick. With conservation, pairwise locality, and quantization in δZ, each event is recorded as a balanced double-entry posting. For graphs with cycles, assuming time-aggregated cycle closure over a finite clearing horizon, we show that cleared cycle closure is equivalent to path-independence and that the cumulative flow admits a scalar potential on each connected component (unique up to additive constant) via a discrete Poincaré lemma. On hypercube graphs Qd, atomic single-edge updates impose a 2d-tick minimal period for timestamp-unique coverage, realized by cyclic Gray codes (explicitly for d=3). The framework links ratio-based cost functions, conservative graph flows, and discrete potential theory through explicitly stated axioms and structural assumptions.
Fields of Study & Subjects
Advanced Graph Neural Networks
Graph Theory and Algorithms
Complex Network Analysis Techniques
Publication details
- Journal / source
- Foundations
- Publisher
- MDPI AG
- Volume
- 6
- Issue
- 2
- Pages
- 17–17
- Publication date
- 8 May 2026
- Language
- EN