Ana Maria Amarillo Bertone: Biological Models via Interval Type-2 Fuzzy Sets
Biological Models via Interval Type-2 Fuzzy Sets
Buch
lieferbar innerhalb 2-3 Wochen
(soweit verfügbar beim Lieferanten)
(soweit verfügbar beim Lieferanten)
-50%
EUR 65,71**
EUR 32,85*
- Springer International Publishing, 01/2021
- Einband: Kartoniert / Broschiert, Paperback
- Sprache: Englisch
- ISBN-13: 9783030645298
- Bestellnummer: 10406602
- Umfang: 156 Seiten
- Nummer der Auflage: 21001
- Auflage: 1st ed. 2021
- Gewicht: 248 g
- Maße: 235 x 155 mm
- Stärke: 8 mm
- Erscheinungstermin: 13.1.2021
- Serie: SpringerBriefs in Mathematics
Achtung: Artikel ist nicht in deutscher Sprache!
Klappentext
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.