A Minimal Adaptive Liquidity System

This paper investigates whether the conventional state representation of adaptive liquidity systems is sufficient to uniquely determine subsequent system evolution. A minimal mathematical model is constructed in which two liquidity systems possess identical observable composition, identical functional organization, identical management policy, and identical market trajectory. Despite these identical conventional descriptions, the systems evolve differently because they possess different feasible redistribution capabilities. The resulting construction demonstrates that the conventional state representation is mathematically insufficient to distinguish all behaviorally different liquidity systems. The paper establishes the necessity of extending the state description by an additional coordinate describing redistribution capability while intentionally leaving its mathematical realization open for subsequent studies. This work forms part of the Wave Liquidity Redistribution Theory (WLRT) research program.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-07-26
DOI
https://doi.org/10.5281/zenodo.21596569
Primary Topic
Corporate Finance and Governance
Type
preprint
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preprint

A Minimal Adaptive Liquidity System

Petr Popov
Zenodo (CERN European Organization for Nuclear Research)
Corporate Finance and Governance
preprint

A Minimal Adaptive Liquidity System

Petr Popov
preprint en

Abstract

This paper investigates whether the conventional state representation of adaptive liquidity systems is sufficient to uniquely determine subsequent system evolution. A minimal mathematical model is constructed in which two liquidity systems possess identical observable composition, identical functional organization, identical management policy, and identical market trajectory. Despite these identical conventional descriptions, the systems evolve differently because they possess different feasible redistribution capabilities. The resulting construction demonstrates that the conventional state representation is mathematically insufficient to distinguish all behaviorally different liquidity systems. The paper establishes the necessity of extending the state description by an additional coordinate describing redistribution capability while intentionally leaving its mathematical realization open for subsequent studies. This work forms part of the Wave Liquidity Redistribution Theory (WLRT) research program.

Zenodo (CERN European Organization for Nuclear Research)
Oldham Council (GB)
Corporate Finance and Governance
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A Minimal Adaptive Liquidity System — Petr Popov · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS