Information Entropy of the Financial Market: Modelling Random Processes Using Open Quantum Systems

We discusss the role of information entropy on the behaviour of random processes, and how this might take effect in the dynamics of financial market prices. We then go on to show how the Open Quantum Systems approach can be used as a more flexible alternative to classical methods in terms of modelling the entropy gain of a random process. We start by describing an open quantum system that can be used to model the state of a financial market. We then go on to show how to represent an essentially classical diffusion in this framework. Finally, we show how by relaxing certain assumptions, one can generate interesting and essentially non-classical results, which are highlighted through numerical simulations.

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Publication Details

Journal
Quantum Economics and Finance
Published
2024-09-21
DOI
https://doi.org/10.1177/29767032241279990
Primary Topic
Complex Systems and Time Series Analysis
Type
article
Field-Weighted Citation Impact
0.00
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article

Information Entropy of the Financial Market: Modelling Random Processes Using Open Quantum Systems

Will Hicks
Quantum Economics and Finance
Complex Systems and Time Series Analysis
article

Information Entropy of the Financial Market: Modelling Random Processes Using Open Quantum Systems

Will Hicks
article en

Abstract

We discusss the role of information entropy on the behaviour of random processes, and how this might take effect in the dynamics of financial market prices. We then go on to show how the Open Quantum Systems approach can be used as a more flexible alternative to classical methods in terms of modelling the entropy gain of a random process. We start by describing an open quantum system that can be used to model the state of a financial market. We then go on to show how to represent an essentially classical diffusion in this framework. Finally, we show how by relaxing certain assumptions, one can generate interesting and essentially non-classical results, which are highlighted through numerical simulations.

Quantum Economics and FinanceVol. 1(2)
Memorial University of Newfoundland (CA)
Openalex Percentile: Top 80%
Complex Systems and Time Series Analysis
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