Biological Models via Interval Type-2 Fuzzy Sets (eBook)

Rosana Sueli da Motta Jafelice, Ana Maria Amarillo Bertone (Autoren)

eBook Download: PDF

2021 | 1st ed. 2021
136 Seiten
Springer International Publishing (Verlag)
978-3-030-64530-4 (ISBN)

Infos

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.

Produkt-Details

• Erscheint lt. Verlag: 12.1.2021
• Reihe/Serie: SpringerBriefs in Mathematics
• Reihe/Serie: SpringerBriefs in Mathematics
• Zusatzinfo: XVIII, 136 p. 90 illus., 87 illus. in color.
• Sprache: englisch
• Themenwelt: Mathematik / Informatik ► Mathematik
• Schlagworte: Biocomputing • Biological Models • Biomathematics • Covid • FRBS • Fuzzy methods • Fuzzy Sets • HIV • Interval Type-2 Fuzzy Sets • type-2 fuzzy rule-based systems
• ISBN-10: 3-030-64530-4 / 3030645304
• ISBN-13: 978-3-030-64530-4 / 9783030645304