Relative Determinism: A Formal Framework of Computational Asymmetry, Phase Transitions, and System Dynamics

This paper establishes a formal framework of relative determinism, demonstrating that determinism is not an intrinsic property of objective reality, but a relational variable governed by the ratio of computational capacities between an avant-garde agent and a lagging observer. Utilizing set-theoretic cardinality bounds, differential dynamics of capacity growth, and formal verification in Lean 4, we analyze entropy reduction at the continuum boundary and classify system behavior at bifurcation points into cyclical leadership inversion and topological branching.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-06
DOI
https://doi.org/10.5281/zenodo.24003296
Primary Topic
Complex Systems and Dynamics
Type
preprint
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preprint

Relative Determinism: A Formal Framework of Computational Asymmetry, Phase Transitions, and System Dynamics

Dmitrii Sklyarov
4 links
Zenodo (CERN European Organization for Nuclear Research)
Complex Systems and Dynamics
preprint

Relative Determinism: A Formal Framework of Computational Asymmetry, Phase Transitions, and System Dynamics

Dmitrii Sklyarov
preprint en

Abstract

This paper establishes a formal framework of relative determinism, demonstrating that determinism is not an intrinsic property of objective reality, but a relational variable governed by the ratio of computational capacities between an avant-garde agent and a lagging observer. Utilizing set-theoretic cardinality bounds, differential dynamics of capacity growth, and formal verification in Lean 4, we analyze entropy reduction at the continuum boundary and classify system behavior at bifurcation points into cyclical leadership inversion and topological branching.

Zenodo (CERN European Organization for Nuclear Research)
Complex Systems and Dynamics
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Relative Determinism: A Formal Framework of Computational Asymmetry, Phase Transitions, and System Dynamics — Dmitrii Sklyarov · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS