国内生产总值的逻辑振荡器模型

IF 1.5 4区 物理与天体物理 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS International Journal of Modern Physics C Pub Date : 2024-01-30 DOI:10.1142/s0129183124500992
E. Vallejo-Castañeda, L. A. Quezada-Téllez, J. N. Gutiérrez-Corona, A. Torres-Mendoza, C. Islas-Moreno
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引用次数: 0

摘要

本文提出了一个逻辑振荡器模型,用于分析五个选定经济体的经济周期:墨西哥、巴西、加拿大、中国和美国。选择这五个经济体时参考了它们的经济发展水平和地理位置。所提出的模型是生产菲利普模型(1959 年)的延伸,该模型考虑了与时间相关的自主支出。值得注意的是,逻辑振荡器结合了强制阻尼振荡器的动态,其恢复力包含了 Verhulst 的逻辑方程。使用的数据是经济合作与发展组织(OECD)按上述国家名义价格计算的生产水平。研究结果表明,经济无阻尼,具有爆炸性趋势。与墨西哥一样,中国也显示出更大的无阻尼和爆炸性趋势。波动最大的国家是巴西和加拿大。此外,呈现指数动态的国家还有中国和美国。从决定系数的水平来看,逻辑振荡器与数据的拟合是显著的。因此,结果表明,该模型有助于制定经济政策标准,因为它可以预测未来经济周期的演变。
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Logistic oscillator model for gross domestic product

In this paper, a logistic oscillator model is presented to analyze the economic cycles of five selected economies: Mexico, Brazil, Canada, China and the United States. This selection was made taking as reference their level of economic development and their geographical position. The proposed model is an extension of the production Phillip’s model (1959), which considers autonomous expenses dependent on time. It should be noted that the logistic oscillator combines the dynamics of a forced damped oscillator, whose restoring force incorporates Verhulst’s logistic equation. The data used are the production levels of The Organization for Economic Cooperation and Development (OECD) at nominal prices of the mentioned nations. The results obtained show terms of no economic damping with explosive tendency. China shows greater nondamping with an explosive trend, as does Mexico. The countries with the greatest oscillatory behavior are Brazil and Canada. Additionally, those showing exponential dynamics are China and the USA. The fitting of the logistic oscillator to the data is significant given the level of the determination coefficient. Therefore, the results indicate that the model can be useful in formulating economic policy criteria, since it allows one to predict the evolution of the economic cycle in the future.

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来源期刊
International Journal of Modern Physics C
International Journal of Modern Physics C 物理-计算机:跨学科应用
CiteScore
3.00
自引率
15.80%
发文量
158
审稿时长
4 months
期刊介绍: International Journal of Modern Physics C (IJMPC) is a journal dedicated to Computational Physics and aims at publishing both review and research articles on the use of computers to advance knowledge in physical sciences and the use of physical analogies in computation. Topics covered include: algorithms; computational biophysics; computational fluid dynamics; statistical physics; complex systems; computer and information science; condensed matter physics, materials science; socio- and econophysics; data analysis and computation in experimental physics; environmental physics; traffic modelling; physical computation including neural nets, cellular automata and genetic algorithms.
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