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最小费舍尔信息原理的交易解释

Transactional Interpretation for the Principle of Minimum Fisher Information.

作者信息

Makowski Marcin, Piotrowski Edward W, Frąckiewicz Piotr, Szopa Marek

机构信息

Department of Mathematical Methods in Physics, University of Białystok, ul. Ciołkowskiego 1L, 15-245 Białystok, Poland.

Institute of Exact and Technical Sciences, Pomeranian University in Słupsk, ul. Arciszewskiego 22a, 76-200 Słupsk, Poland.

出版信息

Entropy (Basel). 2021 Nov 6;23(11):1464. doi: 10.3390/e23111464.

Abstract

The principle of minimum Fisher information states that in the set of acceptable probability distributions characterizing the given system, it is best done by the one that minimizes the corresponding Fisher information. This principle can be applied to transaction processes, the dynamics of which can be interpreted as the market tendency to minimize the information revealed about itself. More information involves higher costs (information is physical). The starting point for our considerations is a description of the market derived from the assumption of minimum Fisher information for a strategy with a fixed financial risk. Strategies of this type that minimize Fisher information overlap with the well-known eigenstates of a the quantum harmonic oscillator. The analytical extension of this field of strategy to the complex vector space (traditional for quantum mechanics) suggests the study of the interference of the oscillator eigenstates in terms of their minimization of Fisher information. It is revealed that the minimum value of Fisher information of the superposition of the two strategies being the ground state and the second excited state of the oscillator, has Fisher information less than the ground state of the oscillator. Similarly, less information is obtained for the system of strategies (the oscillator eigenstates) randomized by the Gibbs distribution. We distinguish two different views on the description of Fisher information. One of them, the classical, is based on the value of Fisher information. The second, we call it transactional, expresses Fisher information from the perspective of the constant risk of market strategies. The orders of the market strategies derived from these two descriptions are different. From a market standpoint, minimizing Fisher information is equivalent to minimizing risk.

摘要

最小费希尔信息原理指出,在表征给定系统的一组可接受概率分布中,由使相应费希尔信息最小化的那个分布来实现是最佳的。该原理可应用于交易过程,其动态变化可解释为市场使自身所揭示信息最小化的趋势。更多信息意味着更高成本(信息具有物理性)。我们思考的出发点是基于固定金融风险策略的最小费希尔信息假设所导出的市场描述。这种使费希尔信息最小化的策略类型与量子谐振子的著名本征态重叠。将该策略领域解析扩展到复向量空间(量子力学传统的空间),建议从费希尔信息最小化的角度研究振子本征态的干涉。结果表明,作为振子基态和第二激发态的两种策略叠加的费希尔信息最小值,其费希尔信息小于振子的基态。类似地,对于由吉布斯分布随机化的策略系统(振子本征态),获得的信息更少。我们区分关于费希尔信息描述的两种不同观点。其中一种是经典观点,基于费希尔信息的值。第二种,我们称之为交易观点,从市场策略的恒定风险角度来表述费希尔信息。从这两种描述导出的市场策略顺序不同。从市场角度看,使费希尔信息最小化等同于使风险最小化。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9223/8622043/c85dc7f9688a/entropy-23-01464-g001.jpg

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