Symplectic Function Model Dynamics

We develop a symplectic geometric framework for function models, treating functional model space as a phase space equipped with a Hamiltonian structure derived from an objective functional. Discrete morph operations are shown to generate symplectic or quasi-symplectic transformations, while small morphs converge to Hamiltonian flows. This provides a physically motivated mechanics for model evolution. Throughout this note, the term function model may be interpreted as a concrete instance of a functor acting between structured model spaces.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-12-23
DOI
https://doi.org/10.5281/zenodo.18285288
Primary Topic
Homotopy and Cohomology in Algebraic Topology
Type
article
Field-Weighted Citation Impact
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article

Symplectic Function Model Dynamics

John Harby
Zenodo (CERN European Organization for Nuclear Research)
Homotopy and Cohomology in Algebraic Topology
article

Symplectic Function Model Dynamics

John Harby
article en

Abstract

We develop a symplectic geometric framework for function models, treating functional model space as a phase space equipped with a Hamiltonian structure derived from an objective functional. Discrete morph operations are shown to generate symplectic or quasi-symplectic transformations, while small morphs converge to Hamiltonian flows. This provides a physically motivated mechanics for model evolution. Throughout this note, the term function model may be interpreted as a concrete instance of a functor acting between structured model spaces.

Zenodo (CERN European Organization for Nuclear Research)
Land Sea Air Autonomy (United States) (US)
Sustainable cities and communities
Openalex Percentile: Top 18%
Homotopy and Cohomology in Algebraic Topology
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