Structural Origins Invariant Systems complete framework 1.0
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| Natura: | Recurso digital |
| Lingua: | inglese |
| Pubblicazione: |
Zenodo
2026
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| _version_ | 1866901080435064832 |
|---|---|
| author | Kokkinos, Christopher |
| author_facet | Kokkinos, Christopher |
| contents | <p>Structural Origins is an independent research programme investigating structural dynamics in adaptive systems. This archive contains the complete research framework including the foundational theory, the Structural State Diagnostic Analysis (SSDA) methodology, a nine-phase structural taxonomy, 17 formal theorems, and empirical experiments across the finance domain. The framework derives probabilistic behaviour as a necessary structural consequence of representation compression in agent-environment systems, with applications across machine learning, financial markets, ecology, and social systems. All theoretical and methodological documents are at peer-review ready standard.</p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_19357328 |
| institution | Zenodo |
| language | eng |
| publishDate | 2026 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | Structural Origins Invariant Systems complete framework 1.0 Kokkinos, Christopher structural dynamics adaptive systems SSDA Probabilistic behaviour representation compression phase transitions structural diagnostics fragility instability emergent behaviour machine learning financial markets complex systems agent-enviroment interaction behavioural emergence <p>Structural Origins is an independent research programme investigating structural dynamics in adaptive systems. This archive contains the complete research framework including the foundational theory, the Structural State Diagnostic Analysis (SSDA) methodology, a nine-phase structural taxonomy, 17 formal theorems, and empirical experiments across the finance domain. The framework derives probabilistic behaviour as a necessary structural consequence of representation compression in agent-environment systems, with applications across machine learning, financial markets, ecology, and social systems. All theoretical and methodological documents are at peer-review ready standard.</p> |
| title | Structural Origins Invariant Systems complete framework 1.0 |
| topic | structural dynamics adaptive systems SSDA Probabilistic behaviour representation compression phase transitions structural diagnostics fragility instability emergent behaviour machine learning financial markets complex systems agent-enviroment interaction behavioural emergence |
| url | https://doi.org/10.5281/zenodo.19357328 |