ASRF-III: Backbone Architecture, Stability Framework, and Observer Instrumentation

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Authors: dani cruz
Cited by: 0

Abstract

⚠️ Deprecated / Superseded ReleaseThis record has been superseded by:Minimal ASRF v1.0 (Stan Henry Jr.) — Stable Minimal Reference Implementation. https://doi.org/10.5281/zenodo.18227849 The newer release provides a compressed, operational framework intended for public use and citation. This record remains available for historical traceability only. This release archives the backbone architecture and operational methodology of ASRF-III (Adaptive Systems Resonance Framework), a stability-oriented framework for reasoning about adaptive systems under entropy, uncertainty, and oscillation risk. The archive includes core architectural specifications (dual reservoirs, staged refinement, fail-safe dominance), layered regulatory logic (Reader–Evaluator–Governor, finite-state control, hysteresis and deadbands), observer and instrumentation definitions (measurable variables, time-to-stability, stage timing, pivot metrics), operational tracing methods, live example traces, and a simulation roadmap. The framework emphasizes bounded claims, measurable signals, domain-specific adaptation, and reproducible comparative analysis rather than predictive or optimization guarantees. This release is intended as a frozen reference artifact for research, implementation, and methodological discussion.

Fields of Study & Subjects

Complex Systems and Dynamics Systems Engineering Methodologies and Applications Advanced Software Engineering Methodologies

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
8 January 2026
Language
EN