publication . Article . Preprint . 2017

A neo-logistic model for the growth of bacteria

Tashiro, Tohru; Yoshimura, Fujiko;
Open Access
  • Published: 17 Sep 2017 Journal: Physica A: Statistical Mechanics and its Applications, volume 525, pages 199-215 (issn: 0378-4371, Copyright policy)
  • Publisher: Elsevier BV
Abstract
We propose a neo-logistic model that can describe bacterial growth data precisely. This model is not derived by modifying the logistic model formally, but by incorporating the synthesis of inducible enzymes into the logistic model indirectly. Therefore, the meaning of the parameters of the neo-logistic model becomes physically clear. The neo-logistic model can approximate bacterial growth better than models previously presented, and predict the order of the saturated number of bacteria in the stationary phase from initial data including, and just after the end of, the lag phase much more accurately.
Subjects
free text keywords: Statistics and Probability, Condensed Matter Physics, Bacteria, biology.organism_classification, biology, Bacterial growth, Stationary phase, Quantum mechanics, Biological system, Mathematics, Logistic regression, Physics - Biological Physics
Related Organizations
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