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Preprint . 2026
License: CC BY
Data sources: Datacite
ZENODO
Preprint . 2026
License: CC BY
Data sources: Datacite
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[CD-PMS-03] Running Coupling and β-Function in Unified Constraint Dynamics: A General Field Theory of Meaning Space

Authors: Tanaka, Yusuke;

[CD-PMS-03] Running Coupling and β-Function in Unified Constraint Dynamics: A General Field Theory of Meaning Space

Abstract

This paper is part of the research series Constraint Dynamics in Parametrized Markov Systems. The series investigates structural constraints governingexploration dynamics in parametrized Markov systems. Core themes include: • operator distinguishability collapse• Fisher information geometry• exploration constraint mechanisms• collapse boundaries• quadratic Fisher scaling Series index CD-PMS-01 Three Collapse Boundaries in Finite-State Systems with DAG Structure and FrictionCD-PMS-02 Gaussian Curvature of Two-Parameter Exponential Families on Finite State Spaces with Application to Constrained Markov SystemsCD-PMS-03 Three Collapse Boundaries in Parametrized Markov Systems

Keywords

information geometry, Fisher information, Markov processes, structural constraints, exploration dynamics

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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