# Crofton Risk and Relative Transactional Entropy

**Authors:** Marcin Makowski, Edward W. Piotrowski

PMC · DOI: 10.3390/e28020244 · Entropy · 2026-02-20

## TL;DR

This paper introduces a geometric method for measuring financial risk using concepts from mathematics and thermodynamics.

## Contribution

The paper introduces new financial risk concepts like geometric volatility and transactional entropy using geometric and thermodynamic analogies.

## Key findings

- Risk is measured as trajectory length using the Crofton–Steinhaus method.
- Geometric volatility and transactional entropy are defined to describe market complexity.
- Thermodynamic analogies are applied to financial risk and market behavior.

## Abstract

We develop a geometric approach to financial risk based on Crofton’s idea and the tools of the Radon transform. The trajectory of a financial instrument is defined with respect to a frame of reference (money, benchmark). A central role is played by simple instruments, inspired by the annual percentage rate (APR) concept, whose graphs in a fixed reference frame are line segments. Risk is interpreted transactionally as the density of exchange dilemmas that arise when the instrument’s trajectory intersects the trajectories of simple instruments. This perspective leads to a risk measure given by the trajectory length in the Crofton–Steinhaus sense. We also introduce new notions, such as geometric volatility, transactional entropy, and trajectory temperature, associated with the distribution of the number of intersections, enabling thermodynamic analogies to be incorporated into the description of risk and market complexity.

## Full-text entities

- **Diseases:** informational disorder (MESH:D009358), injury to (MESH:D014947)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

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## References

65 references — full list in the complete paper: https://tomesphere.com/paper/PMC12939163/full.md

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Source: https://tomesphere.com/paper/PMC12939163