Biological Models via Interval Type-2 Fuzzy Sets Paperback / softback
by Rosana Sueli da Motta Jafelice, Ana Maria Amarillo Bertone
Part of the SpringerBriefs in Mathematics series
Paperback / softback
Description
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.
Information
-
Available to Order - This title is available to order, with delivery expected within 2 weeks
- Format:Paperback / softback
- Pages:136 pages, 87 Illustrations, color; 3 Illustrations, black and white; XVIII, 136 p. 90 illus., 87 il
- Publisher:Springer Nature Switzerland AG
- Publication Date:13/01/2021
- Category:
- ISBN:9783030645298
Information
-
Available to Order - This title is available to order, with delivery expected within 2 weeks
- Format:Paperback / softback
- Pages:136 pages, 87 Illustrations, color; 3 Illustrations, black and white; XVIII, 136 p. 90 illus., 87 il
- Publisher:Springer Nature Switzerland AG
- Publication Date:13/01/2021
- Category:
- ISBN:9783030645298
