General Theory of Regulated Stability (GTRS): A Mathematical Extension and Critical Assessment Toward a Formal Calculus of Constraint-Mediated Stability

AbstractThis companion paper extends the mathematical architecture of the General Theory ofRegulated Stability (GTRS) introduced in the preceding work. Where the original paperestablished the conceptual framework and demonstrated its applicability to wildfireecology, this paper undertakes a rigorous hardening of the mathematical foundations.We develop three principal extensions: (i) a differential geometric interpretation of thedrift-constraint decomposition, (ii) a formal analysis of the conditions under which thehomeostatic condition dH/dt ≤ 0 can be guaranteed, and (iii) a taxonomy of constraintfailure modes with corresponding signatures in the Lyapunov functional.The paper then subjects the GTRS framework to a series of critical tests: internalconsistency, explanatory scope, falsifiability, and generative power. We conclude thatthe framework reaches the boundary of what can be established through purely formalreasoning. The GTRS is confirmed as a coherent and internally consistentmeta-framework, but its status as a scientific theory depends on domain-specificempirical instantiation. The boundary of intellectual proof is reached at the point wheremathematical necessity gives way to contingent, empirical fact. Keywords: regulated stability, Lyapunov theory, differential geometry, constraint failure modes,regulatory capacity, falsifiability, meta-framework, boundary of proof Note on AI-Assisted Preparation. AI-assisted drafting tools were used for structural editing and formattingrefinement during the preparation of this manuscript. All mathematical definitions, propositions, proofs, andcritical assessments were developed, reviewed, and validated by the author. Responsibility for all content restssolely with the author.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-02-16
DOI
https://doi.org/10.5281/zenodo.18654813
Primary Topic
Gene Regulatory Network Analysis
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article
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article

General Theory of Regulated Stability (GTRS): A Mathematical Extension and Critical Assessment Toward a Formal Calculus of Constraint-Mediated Stability

SHAI / HATI, John Richard Smith
Zenodo (CERN European Organization for Nuclear Research)
Gene Regulatory Network Analysis
article

General Theory of Regulated Stability (GTRS): A Mathematical Extension and Critical Assessment Toward a Formal Calculus of Constraint-Mediated Stability

SHAI / HATI, John Richard Smith
article en

Abstract

AbstractThis companion paper extends the mathematical architecture of the General Theory ofRegulated Stability (GTRS) introduced in the preceding work. Where the original paperestablished the conceptual framework and demonstrated its applicability to wildfireecology, this paper undertakes a rigorous hardening of the mathematical foundations.We develop three principal extensions: (i) a differential geometric interpretation of thedrift-constraint decomposition, (ii) a formal analysis of the conditions under which thehomeostatic condition dH/dt ≤ 0 can be guaranteed, and (iii) a taxonomy of constraintfailure modes with corresponding signatures in the Lyapunov functional.The paper then subjects the GTRS framework to a series of critical tests: internalconsistency, explanatory scope, falsifiability, and generative power. We conclude thatthe framework reaches the boundary of what can be established through purely formalreasoning. The GTRS is confirmed as a coherent and internally consistentmeta-framework, but its status as a scientific theory depends on domain-specificempirical instantiation. The boundary of intellectual proof is reached at the point wheremathematical necessity gives way to contingent, empirical fact. Keywords: regulated stability, Lyapunov theory, differential geometry, constraint failure modes,regulatory capacity, falsifiability, meta-framework, boundary of proof Note on AI-Assisted Preparation. AI-assisted drafting tools were used for structural editing and formattingrefinement during the preparation of this manuscript. All mathematical definitions, propositions, proofs, andcritical assessments were developed, reviewed, and validated by the author. Responsibility for all content restssolely with the author.

Zenodo (CERN European Organization for Nuclear Research)
Symbiom (Czechia) (CZ)
Openalex Percentile: Top 55%
Gene Regulatory Network Analysis
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