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基于改进机器学习算法的养老保险统筹账户收支平衡分析与最优退休年龄。

Analysis of Balance of Income and Expenditure and Optimal Retirement Age of Pension Insurance Co-Ordination Account Based on Improved Machine Learning Algorithm.

机构信息

School of Economics and Management, Beijing Jiaotong University, Beijing 100044, China.

出版信息

Comput Intell Neurosci. 2022 Aug 31;2022:5870893. doi: 10.1155/2022/5870893. eCollection 2022.

Abstract

Since the turn of the twenty-first century, the issue of aging has gained international attention. Both developed and developing nations are currently dealing with this issue. To ensure the sustained and healthy growth of the economy and society in the face of an aging society, it is especially important to establish a scientific old-age insurance system and a reasonable retirement system. We are all aware that the key indicators for the state to control the old-age insurance system in the old-age insurance system are the income and expenditure balance of the old-age insurance pooling account and the analysis of the ideal retirement age. In this paper, a better machine algorithm is used. By independently learning the rules present in a large amount of data and gaining new experience and knowledge, machine learning (ML) can increase computer intelligence and give computers decision-making abilities comparable to those of humans. In general, a machine learning algorithm uses the laws it derives from data to predict unknown data after automatically analysing the data. This study's findings suggest that the ideal retirement age and life expectancy are positively correlated, with the ideal retirement age's growth rate 12.57 percent higher than that of life expectancy.

摘要

自 21 世纪初以来,老龄化问题引起了国际关注。目前,发达国家和发展中国家都在应对这一问题。为了确保在老龄化社会背景下经济和社会的持续健康发展,建立科学的养老保险制度和合理的退休制度尤为重要。我们都知道,国家控制养老保险制度的关键指标是养老保险统筹账户的收支平衡和理想退休年龄的分析。在本文中,使用了更好的机器算法。通过自主学习大量数据中存在的规则,并获得新的经验和知识,机器学习(ML)可以提高计算机的智能水平,使计算机具备与人类相当的决策能力。一般来说,机器学习算法通过自动分析数据,利用从数据中推导出的规律来预测未知数据。本研究的结果表明,理想退休年龄与预期寿命呈正相关,理想退休年龄的增长率比预期寿命高 12.57%。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1b0e/9452002/58d07d865379/CIN2022-5870893.001.jpg

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