基于组合方法的越南社会经济体系发展影响因素分析

Dung Nguyen Thi Thu, L. Chernenkaya
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引用次数: 0

摘要

目前,数理统计方法被广泛应用于评价地区社会经济系统的发展。提出了利用模糊差距统计和python编程语言,在模糊C-means的基础上分析越南各地区社会经济系统发展的方法。研究结果将越南地区的社会经济系统分为4组,并确定了可以属于一个以上集群的区域。采用模糊差距统计的模糊C-means方法对群体中的区域进行了可靠、有效的分配。应用模糊c均值的缺点是计算复杂度高,导致算法的实现时间较长。建议这项工作适用于学生、评估社会经济制度发展质量或该国其他地区的专家。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analysis of Factors Affecting the Development of Socio-Economic Systems of Vietnam Based on Combinatorial Methods
Nowadays, the widespread use of methods of mathematical statistics in assessing the development of socioeconomic systems of regions. The method of analysis of the development of socio-economic systems of the regions of Vietnam on the basis of Fuzzy C-means with the help of Fuzzy gap statistics and python programming language is proposed. The result of the study divided the socio-economic systems of the regions of Vietnam into 4 groups and identify regions that can belong to more than 1 cluster with a defined probability. The application of Fuzzy C-means using Fuzzy gap statistics showed reliable and efficient allocation of regions in the groups. The disadvantage of applying Fuzzy C-means is the high computational complexity, which leads to higher implementation time of the algorithm. The work is recommended to be applied to students, specialists in the field of assessing the quality of the development of socio-economic systems or other areas of the country.
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