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Numerical and Graphical Results of Germany Population Projection Using WASD Neuronet

机译:德国人口投射使用WASD Neuronet的数值和图形结果

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Population issues are critical to national development, social stability and resource allocation. Policy-makers hope to Figure out population factors such as birth rate, size, and demographic structure to make policies that are conducive to longterm development of a country. Therefore, population projection has always been highly valued by many government workers and scholars. Compared with other traditional population projection methods, the weights and structure determination (WASD) neuronet does not require a vast knowledge of demography to achieve excellent performance. In this work, we substantiate the WASD neuronet by numerical experiments, which show the excellent performance of the WASD neuronet. Then, we make short-term and mid-term projections of Germany population and also make comparisons with other mainstream population projection methods. Finally, this paper presents a reasonable tendency of Germany population, i.e., declining slightly in near future but growing gently in one decade.
机译:人口问题对国家发展,社会稳定和资源分配至关重要。政策制定者希望弄清楚出生率,规模和人口结构等人口因素,以使有利于一个国家的长期发展的政策。因此,人口投影一直受到许多政府工人和学者的高度重视。与其他传统人口投影方法相比,重量和结构测定(WASD)神经元不需要巨大的人口统计学知识来实现​​优异的性能。在这项工作中,我们通过数值实验证实了WASD神经元,这表明了WASD神经元的优异性能。然后,我们制定德国人口的短期和中期预测,并与其他主流人口投影方法进行比较。最后,本文提出了德国人口的合理倾向,即,在近期近期略微下降,但在十年中轻轻地生长。

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