Using Symmetry to Enhance the Performance of Agent-Based Epidemic Models

IEEE/ACM Transactions on Computational Biology and Bioinformatics(2022)

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摘要
Symmetries express the invariance of a system towards sets of mathematical transformations. In more practical terms, symmetries greatly reduce or simplify the computational efforts required to evaluate relevant properties of a system. In this paper, two methods are proposed to implement spin symmetries which simplify the analysis of the spreading of diseases in an agent-based epidemic model. We pe...
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关键词
Mathematical model,Sociology,Statistics,Markov processes,Computational modeling,Infectious diseases
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