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蒙特卡洛算法是基于蒙特卡罗方法辅以计算机编程实现的算法。其具有功能强大,容易实现的特点,在自媒体时代的当下,掌握信息传播的过程可以及在消息传播的开始阶段,及时有效的阻断危害消息的传播。消息的传播是一个随机过程,其影响因素多元化且没有实际数据支持,所以其过程的分析复杂,给其预测带来了困难。本文基于蒙特卡洛算法建立消息传播的过程的数学模型,并给出当一条消息传播过程中出现了新的与之高度关联的消息时,其传播过程的变化情况。
Monte Carlo algorithm is based on Monte Carlo method combined with computer programming algorithm. It has powerful and easy-to-implement features. In the present era of the media era, the process of disseminating information can effectively and timely block the spread of harmful information at the beginning of the dissemination of information. The dissemination of information is a stochastic process, its influencing factors are diversified and there is no real data support. Therefore, the analysis of its process is complicated and brings difficulties to its forecasting. Based on the Monte Carlo algorithm, this paper establishes a mathematic model of the process of message transmission, and gives the change of the process of communication when a new message with high relevance exists in the process of message transmission.