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Coherent Comparison as Information Cost: A Cost-First Ledger Framework for Discrete Dynamics

Information Theory 2026-01-21 v1 math.IT

Abstract

We develop an information-theoretic framework for discrete dynamics grounded in a comparison-cost functional on ratios. Given two quantities compared via their ratio x=a/bx=a/b, we assign a cost F(x)F(x) measuring deviation from equilibrium (x=1x=1). Requiring coherent composition under multiplicative chaining imposes a d'Alembert functional equation; together with normalization (F(1)=0F(1)=0) and quadratic calibration at unity, this yields a unique reciprocal cost functional (proved in a companion paper): J(x)=12(x+x1)1. J(x) = \tfrac{1}{2}\bigl(x + x^{-1}\bigr) - 1. This cost exhibits reciprocity J(x)=J(x1)J(x)=J(x^{-1}), vanishes only at x=1x=1, and diverges at boundary regimes x0+x\to 0^+ and xx\to\infty, excluding ``nothingness'' configurations. Using JJ as input, we introduce a discrete ledger as a minimal lossless encoding of recognition events on directed graphs. Under deterministic update semantics and minimality (no intra-tick ordering metadata), we derive atomic ticks (at most one event per tick). Explicit structural assumptions (conservation, no sources/sinks, pairwise locality, quantization in δZ\delta\mathbb{Z}) force balanced double-entry postings and discrete ledger units. To obtain scalar potentials on graphs with cycles while retaining single-edge impulses per tick, we impose time-aggregated cycle closure (no-arbitrage/clearing over finite windows). Under this hypothesis, cycle closure is equivalent to path-independence, and the cleared cumulative flow admits a unique scalar potential on each connected component (up to additive constant), via a discrete Poincar\'e lemma. On hypercube graphs QdQ_d, atomicity imposes a 2d2^d-tick minimal period, with explicit Gray-code realization at d=3d=3. The framework connects ratio-based divergences, conservative graph flows, and discrete potential theory through a coherence-forced cost structure.

Keywords

Cite

@article{arxiv.2601.12194,
  title  = {Coherent Comparison as Information Cost: A Cost-First Ledger Framework for Discrete Dynamics},
  author = {Sebastian Pardo-Guerra and Megan Simons and Anil Thapa and Jonathan Washburn},
  journal= {arXiv preprint arXiv:2601.12194},
  year   = {2026}
}

Comments

39 pages, 1 table, 1 figure

R2 v1 2026-07-01T09:09:09.244Z