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基于复制者动态理论的生猪期货交易主体演化稳定策略及临界点:基于中国22个省份2006 - 2015年数据的研究

An evolutionarily stable strategy and the critical point of hog futures trading entities based on replicator dynamic theory: 2006-2015 data for China's 22 provinces.

作者信息

Pang Jinbo, Deng Lingfei, Wang Gangyi

机构信息

College of Economics and Management, Northeast Agricultural University, Harbin, Heilongjiang, China.

出版信息

PLoS One. 2017 Feb 27;12(2):e0172009. doi: 10.1371/journal.pone.0172009. eCollection 2017.

Abstract

Although frequent fluctuations in domestic hog prices seriously affect the stability and robustness of the hog supply chain, hog futures (an effective hedging instrument) have not been listed in China. To better understand hog futures market hedging, it is important to study the steady state of intersubjective bidding. This paper uses evolutionary game theory to construct a game model between hedgers and speculators in the hog futures market, and replicator dynamic equations are then used to obtain the steady state between the two trading entities. The results show that the steady state is one in which hedgers adopt a "buy" strategy and speculators adopt a "do not speculate" strategy, but this type of extreme steady state is not easily realized. Thus, to explore the rational proportion of hedgers and speculators in the evolutionary stabilization strategy, bidding processes were simulated using weekly average hog prices from 2006 to 2015, such that the conditions under which hedgers and speculators achieve a steady state could be analyzed. This task was performed to achieve the stability critical point, and we show that only when the value of λ is satisfied and the conditions of hog futures price changes and futures price are satisfied can hedgers and speculators achieve a rational proportion and a stable hog futures market. This market can thus provide a valuable reference for the development of the Chinese hog futures market and the formulation and guidance of relevant departmental policies.

摘要

尽管国内生猪价格频繁波动严重影响生猪供应链的稳定性和稳健性,但生猪期货(一种有效的套期保值工具)在中国尚未上市。为了更好地理解生猪期货市场套期保值,研究主体间竞价的稳态很重要。本文运用演化博弈理论构建生猪期货市场套期保值者与投机者之间的博弈模型,然后利用复制动态方程得出两个交易主体之间的稳态。结果表明,稳态是套期保值者采用“买入”策略而投机者采用“不投机”策略的状态,但这种极端稳态不易实现。因此,为了探究演化稳定策略中套期保值者与投机者的合理比例,利用2006年至2015年的生猪周均价模拟竞价过程,以便分析套期保值者与投机者达到稳态的条件。进行这项任务是为了实现稳定临界点,并且我们表明只有当满足λ值以及生猪期货价格变化和期货价格的条件时,套期保值者与投机者才能实现合理比例以及生猪期货市场的稳定。因此这个市场可为中国生猪期货市场的发展以及相关部门政策的制定与指导提供有价值的参考。

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