Operational Dissipation in Formal Systems

This preprint introduces an observational model for the analysis of recursive exploration processes in formal systems executed on computational systems. The work focuses on the cumulative operational cost generated by recursive rule propagation and on the emergence of observable dissipative dynamics within the outcome space of the exploration. The proposed model describes how local transformations may remain operationally efficient while the global cumulative cost of exploration progressively degrades the overall efficiency of the system. The paper also discusses the emergence of observable basins associated with recursive trajectories and the influence of historical accumulation on the traversability of the exploratory space.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-05-11
DOI
https://doi.org/10.5281/zenodo.20124486
Primary Topic
Logic, programming, and type systems
Type
article
Field-Weighted Citation Impact
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article

Operational Dissipation in Formal Systems

Rocco Marco Russo, Evolutionary System MIU, OpenAI ChatGPT
Zenodo (CERN European Organization for Nuclear Research)
Logic, programming, and type systems
article

Operational Dissipation in Formal Systems

Rocco Marco Russo, Evolutionary System MIU, OpenAI ChatGPT
article en

Abstract

This preprint introduces an observational model for the analysis of recursive exploration processes in formal systems executed on computational systems. The work focuses on the cumulative operational cost generated by recursive rule propagation and on the emergence of observable dissipative dynamics within the outcome space of the exploration. The proposed model describes how local transformations may remain operationally efficient while the global cumulative cost of exploration progressively degrades the overall efficiency of the system. The paper also discusses the emergence of observable basins associated with recursive trajectories and the influence of historical accumulation on the traversability of the exploratory space.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 5%
Logic, programming, and type systems
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