论文标题
可持续区块链的进化动力
Evolutionary Dynamics of Sustainable Blockchains
论文作者
论文摘要
区块链的能源可持续性(其共识协议都取决于工作证明)滋养激烈的辩论。潜在的问题在于一个高能量消耗的过程,该过程被定义为验证加密资产交易所需的开采。采矿是解决加密难题的过程,这是由于获得奖励的可能性而激发的。执行采矿的用户数量越高,即矿工,区块链的总体电力消耗越高。因此,采矿构成了负面的环境外部性。在这里,我们研究矿工的利益是否可以满足遏制能耗的集体需求。为此,我们介绍了Crypto-Asset游戏,即基于进化游戏理论框架的模型,该模型设计用于研究人群的动态,其代理商可以作为加密资产用户或矿工作为加密代理人的动态。采矿的能源消耗会影响两种策略的回报,代表了矿工的直接成本和加密资产用户的环境因素。通过数值模拟研究的拟议模型表明,在某些条件下,代理人可以达到优化全球能源消耗的策略概况,即由低密度矿工组成。总而言之,基于工作证明的区块链能否在能量上具有可持续性?我们的结果表明,区块链协议参数可能在该技术的全球能源消耗中具有相关作用。
The energy sustainability of blockchains, whose consensus protocol rests on the Proof-of-Work, nourishes a heated debate. The underlying issue lies in a highly energy-consuming process, defined as mining, required to validate crypto-asset transactions. Mining is the process of solving a cryptographic puzzle, incentivised by the possibility of gaining a reward. The higher the number of users performing mining, i.e. miners, the higher the overall electricity consumption of a blockchain. For that reason, mining constitutes a negative environmental externality. Here, we study whether miners' interests can meet the collective need to curb energy consumption. To this end, we introduce the Crypto-Asset Game, namely a model based on the framework of Evolutionary Game Theory devised for studying the dynamics of a population whose agents can play as crypto-asset users or as miners. The energy consumption of mining impacts the payoff of both strategies, representing a direct cost for miners and an environmental factor for crypto-asset users. The proposed model, studied via numerical simulations, shows that, in some conditions, the agent population can reach a strategy profile that optimises global energy consumption, i.e. composed of a low density of miners. To conclude, can a Proof-of-Work-based blockchain become energetically sustainable? Our results suggest that blockchain protocol parameters could have a relevant role in the global energy consumption of this technology.