Ana Maria Amarillo Bertone: Biological Models via Interval Type-2 Fuzzy Sets, Kartoniert / Broschiert
Biological Models via Interval Type-2 Fuzzy Sets
(soweit verfügbar beim Lieferanten)
- Verlag:
- Springer International Publishing, 01/2021
- Einband:
- Kartoniert / Broschiert, Paperback
- Sprache:
- Englisch
- ISBN-13:
- 9783030645298
- Artikelnummer:
- 10406602
- Umfang:
- 156 Seiten
- Nummer der Auflage:
- 21001
- Ausgabe:
- 1st edition 2021
- Gewicht:
- 248 g
- Maße:
- 235 x 155 mm
- Stärke:
- 8 mm
- Erscheinungstermin:
- 13.1.2021
- Hinweis
-
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.
