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Finding Models via MSFD to Predict Number of Wars in Which USA May Participate in Next Ten Years

机译:通过MSFD查找模型以预测美国未来十年可能参加的战争次数

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Nowadays, the USA (i.e., United States of America) is the most powerful country in the world. Depending on its powerful military strength, the USA often takes part in wars in many countries for various purposes. The USA's military actions often play important roles in the world. Will the USA participate in more wars in the future? In this paper, a method named multiple sine functions decomposition (MSFD) is presented to predict the number of wars that the USA may participate in. We use this method to learn the data of historical wars, and then generate the model for prediction. Finally the model predicts that the USA may be involved in 3 to 4 wars within the next ten years. Notably, this paper differs from other or previous papers that we divide the input data-set into two parts (i.e., learning part and learning-checking part), used to further improve the robustness of the results.
机译:如今,美国(即美利坚合众国)是世界上最强大的国家。美国凭借其强大的军事实力,经常出于各种目的参加许多国家的战争。美国的军事行动经常在世界上起重要作用。美国将来会参加更多战争吗?本文提出了一种称为多正弦函数分解(MSFD)的方法来预测美国可能参加的战争次数。我们使用这种方法学习历史战争的数据,然后生成预测模型。最终,该模型预测,美国可能在未来十年内卷入3至4场战争。值得注意的是,本文与其他或先前的论文不同,我们将输入数据集分为两个部分(即学习部分和学习检查部分),用于进一步提高结果的鲁棒性。

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