Coherent Comparison as Information Cost: A Cost-First Ledger Framework for Discrete Dynamics
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 , we assign a cost measuring deviation from equilibrium (). Requiring coherent composition under multiplicative chaining imposes a d'Alembert functional equation; together with normalization () and quadratic calibration at unity, this yields a unique reciprocal cost functional (proved in a companion paper): This cost exhibits reciprocity , vanishes only at , and diverges at boundary regimes and , excluding ``nothingness'' configurations. Using 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 ) 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 , atomicity imposes a -tick minimal period, with explicit Gray-code realization at . The framework connects ratio-based divergences, conservative graph flows, and discrete potential theory through a coherence-forced cost structure.
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