Números fuzzy interativos: operações e soluções de modelos reparametrizados

In the literature, we can find several articles that study the growth of microorganisms in milk, general predictive models for the growth of these organisms and the growth of Salmonella, such as the modified logistic model and the modified Gompertz model. The parameters present in all the mathematical models change, when tested empirically, due to factors in the environment in which they are grown, such as temperature. In this study, we present a fuzzy model for the growth of these microorganisms that takes into account the uncertainties inherent in the parameters, resulting from the constant changes in their values. We also study the interactivity and fuzzy correlation between parameters, aiming to highlight the dependence between the values and verifying how much changes in one influence the values of the other, indicating how this can biologically affect population behavior. We investigated some interesting properties and particular cases of operations between interactive fuzzy numbers. We obtained low levels of interactivity between the fuzzy parameters of the indicated model.

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Publication Details

Journal
REMAT Revista Eletrônica da Matemática
Published
2025-06-29
DOI
https://doi.org/10.35819/remat2025v11id7387
Primary Topic
Multi-Criteria Decision Making
Type
article
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article

Números fuzzy interativos: operações e soluções de modelos reparametrizados

Sílvia Dias de Souza, Roberto Antônio Cordeiro Prata, Diogo Sampaio da Silva
REMAT Revista Eletrônica da Matemática
Multi-Criteria Decision Making
article

Números fuzzy interativos: operações e soluções de modelos reparametrizados

Sílvia Dias de Souza, Roberto Antônio Cordeiro Prata, Diogo Sampaio da Silva
article en

Abstract

In the literature, we can find several articles that study the growth of microorganisms in milk, general predictive models for the growth of these organisms and the growth of Salmonella, such as the modified logistic model and the modified Gompertz model. The parameters present in all the mathematical models change, when tested empirically, due to factors in the environment in which they are grown, such as temperature. In this study, we present a fuzzy model for the growth of these microorganisms that takes into account the uncertainties inherent in the parameters, resulting from the constant changes in their values. We also study the interactivity and fuzzy correlation between parameters, aiming to highlight the dependence between the values and verifying how much changes in one influence the values of the other, indicating how this can biologically affect population behavior. We investigated some interesting properties and particular cases of operations between interactive fuzzy numbers. We obtained low levels of interactivity between the fuzzy parameters of the indicated model.

REMAT Revista Eletrônica da MatemáticaVol. 11
Universidade Federal do Amazonas (BR)
Openalex Percentile: Top 78%
Multi-Criteria Decision Making
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