基于遗传算法的新冠肺炎随机模型在印度尼西亚的实施

Aldi EW. Widianto, A. Hakam, S. D. Surjanto, E. R. Putri
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引用次数: 0

摘要

COVID-19是一种传染病,已经蔓延到包括印度尼西亚在内的世界各国。构建了一个随机SIR模型来表示COVID-19的传播。在启发式搜索和优化算法中,采用遗传算法对SIR随机模型的参数进行估计。因此,利用得到的参数,随机SIR模型可以与实际数据相符合,并在4周内得到准确的预测。©2022作者。
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Implementation of a genetic algorithm method for stochastic model of COVID-19 in Indonesia
COVID-19 is an infectious disease that has spread to countries in the world, including Indonesia. A stochastic SIR model was constructed to represent the spreading of COVID-19. One of the popular methods in a heuristic search and optimization algorithm, a genetic algorithm method, is implemented to estimate the parameters of the SIR stochastic model. As a result, using the parameters obtained, the stochastic SIR model can be in line with the actual data, and we get accurate predictions within four weeks later. © 2022 Author(s).
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