From Malthusian Stagnation to Modern Economic Growth: A swarm-intelligence perspective

Yong Tao
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Abstract

The correlation between decentralized decision-making and swarm intelligence has emerged as a significant subject within self-organization phenomena. Here, we demonstrate that, if an exponential probability distribution of income emerges in a decentralized economic system, then the total income of all agents can be represented by an aggregate production function, in which the technology factor precisely aligns with the information content inherent in the event of decentralized decision-making by all agents. In particular, for sufficiently large population sizes, the emergence of this technology factor enables the income per capita to increase with the population size, akin to a manifestation of swarm intelligence. More importantly, we find that an exponential probability distribution of income can be generated within a peer-to-peer economy governed by specific game rules, characterizing a decentralized-decision economic system. Building upon this discovery, we propose a swarm-intelligence explanation to elucidate the transition from thousands of years of Malthusian stagnation to modern economic growth.
从马尔萨斯停滞到现代经济增长:蜂群智能视角
分散决策与蜂群智能之间的相关性已成为自组织现象中的一个重要课题。在这里,我们证明,如果在一个分散的经济系统中出现了收入的指数概率分布,那么所有代理的总收入就可以用一个总生产函数来表示,其中的技术因素正好与所有代理分散决策事件中固有的信息内容相一致。特别是,在人口规模足够大的情况下,这种技术因素的出现使得人均收入随着人口规模的增加而增加,类似于蜂群智能的一种表现形式。更重要的是,我们发现在一个受特定游戏规则支配的点对点经济中,可以产生指数概率分布的收入,这是分散决策经济系统的特征。在这一发现的基础上,我们提出了蜂群智能的解释,以阐明从数千年马尔萨斯停滞到现代经济增长的转变。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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