Predictive Model of Next Global Pandemic Based in Perceptron and Shannon Entropy

Abstract

Based at the idea that global pandemic and its central peak of infections had as main cause the conjunction of variables derived from a kind of disorder, then one might to expect that data would be described by the Shannon entropy. This paper has assumed a simple trapezoid whose vertexes would denote the peaks of Omicron and possible next pandemic. From this, the Shannon entropy of possible next global pandemic is directly related to the possible peak of infections as function of Omicron peak. With this, perceptron is constructed in order to predict the possible peak of infections of next pandemic. A kind of asymmetry between Covid-19 and next possible global pandemic was found.