ASRF-III: Backbone Architecture, Stability Framework, and Observer Instrumentation
⚠️ Deprecated / Superseded ReleaseThis record has been superseded by:Minimal ASRF v1.0 (Stan Henry Jr.)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.
Authors
- Dani Cruz
Publication Details
- Journal
- Zenodo (CERN European Organization for Nuclear Research)
- Published
- 2026-01-08
- DOI
- https://doi.org/10.5281/zenodo.18193937
- Primary Topic
- Probabilistic and Robust Engineering Design
- Type
- article
- Field-Weighted Citation Impact
- 0.00