# About universality of entropy in stochastic chemical kinetic models

Source: [About universality of entropy in stochastic chemical kinetic models](<https://www.sota2.com/research/paper/68fa54e71e209131ce98f707>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2025-10-25T13:15:35.067Z

Authors: Alexander Gasnikov, Evgenia Gasnikova

Published: 2014-10-12T18:11:34.000Z

## Abstract

This paper studies the relationship between the Lyapunov function of a macrosystem whose dynamics is governed by the laws of stochastic chemical kinetics and the invariant measure of this macrosystem arising at large times. A necessary and sufficient condition for the reduction of the search problem for the equilibrium of the macrosystem (the most probable macrostate of the invariant measure of this macrosystem) to an entropy-linear programming problem is given.

## Recorded benchmark results

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

## Original sources and implementation

[Original paper](<https://arxiv.org/abs/1410.3126>)

[PDF](<https://arxiv.org/pdf/1410.3126.pdf>)