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使用DeTEcT框架建模代币经济及开展事件影响分析的方法论

Methodology for Modelling Token Economies and Performing Event Impact Analysis with DeTEcT

Rem Sadykhov, Geoffrey Goodell, Philip Treleaven

arXiv 2608.02475首次发表:更新:

AI 中文总结

本文提出使用DeTEcT框架建模代币经济及开展事件影响分析的方法论,以比特币为案例,构建其代币经济模型并衡量内生政策对财富分布的影响。

AI 中文摘要

本文旨在提供将DeTEcT框架应用于代币经济建模的方法论,对模拟环境的配置进行形式化定义,并引入事件分析框架。代币经济是一种拥有独特货币供应控制机制的经济系统,其以代币或货币为媒介,用于商品与服务的估值、交易结算及价值存储。本文阐述了使用DeTEcT框架建模经济时必须做出的关键决策,并展示了可与该框架结合用于经济模拟的若干数值方法。此外,本文提出了一个用于分析和衡量事件对经济影响的框架,同时制定了衡量这些影响显著性的程序。全文以比特币为案例研究,演示如何应用所提出的框架与工具,展示如何搭建比特币代币经济模型,以及如何衡量比特币内生政策(即比特币改进提案BIPs)对其经济参与者财富分布的影响。

英文摘要

The objective of this paper is to provide a methodology for applying the DeTEcT framework to modelling token economies, to formalise the configuration of the simulation environment, and to introduce an event analysis framework. A token economy is an economic system that has a unique mechanism for controlling its monetary supply, and a medium, in the form of a token or currency, for the valuation of goods and services, the settlement of transactions, and the storage of value. We show the key decisions that must be made when modelling an economy with the DeTEcT framework and showcase some numerical methods that can be used in conjunction with the framework to perform economic simulations. We also propose a framework for analysing and measuring the impacts of events on an economy, while also developing a procedure to measure the significance of these impacts. Throughout the paper, we use Bitcoin as a case study to demonstrate how to apply the frameworks and tools we proposed here. We show how a model of Bitcoin token economy can be set up, and how to measure the impacts of Bitcoin's endogenous policies (i.e., BIPs) on the wealth distribution of its economic participants.

Comments36 pages, 5 figures, 10 tables

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