Biological Models via Interval Type-2 Fuzzy Sets / / by Rosana Sueli da Motta Jafelice, Ana Maria Amarillo Bertone
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| Autore: |
Jafelice Rosana Sueli da Motta
|
| Titolo: |
Biological Models via Interval Type-2 Fuzzy Sets / / by Rosana Sueli da Motta Jafelice, Ana Maria Amarillo Bertone
|
| Pubblicazione: | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2021 |
| Edizione: | 1st ed. 2021. |
| Descrizione fisica: | 1 online resource (XVIII, 136 p. 90 illus., 87 illus. in color.) |
| Disciplina: | 570.151 |
| Soggetto topico: | Biomathematics |
| Set theory | |
| Computer simulation | |
| Mathematical and Computational Biology | |
| Set Theory | |
| Computer Modelling | |
| Persona (resp. second.): | Amarillo BertoneAna Maria |
| Nota di contenuto: | - Introduction -- A Tour of Type-1 and Interval Type-2 Fuzzy Sets Theory -- Interval Type-2 Fuzzy Rule-Based System Applications -- Interval Type-2 Fuzzy Sets in the Future: Scientific Projects for Development -- Index. |
| Sommario/riassunto: | This book offers a gentle introduction to type-2 fuzzy sets and, in particular, interval type-2 fuzzy sets and their application in biological modeling. Interval type-2 fuzzy modeling is a comparatively recent direction of research in fuzzy modeling. As the modeling of biological problems is inherently uncertain, the use of fuzzy sets in this field is a natural choice. The coverage begins with a succinct review of type-1 fuzzy basic theory, before providing a comprehensive and didactic explanation of type-2 fuzzy set components. In turn, Fuzzy Rule-Based Systems, or FRBS, are shown for both types, interval type-2 and type-1 fuzzy sets. Applications include the pharmacological models, prediction of prostate cancer stages, a model for HIV population transfer (asymptomatic to symptomatic), an epidemiological disease caused by HIV, some models in population growth, included the Malthus Model, and an epidemic model refers to COVID-19. The book is ideally suited to graduate students in mathematics and related fields, professionals, researchers, or the public interested in interval type-2 fuzzy modeling. Largely self-contained, it can also be used as a supplementary text in specialized graduate courses. |
| Titolo autorizzato: | Biological models via interval type-2 fuzzy sets |
| ISBN: | 3-030-64530-4 |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910484371103321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |
Serie:
SpringerBriefs in Mathematics, . 2191-8201