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Biological Models via Interval Type-2 Fuzzy Sets / by Rosana Sueli da Motta Jafelice, Ana Maria Amarillo Bertone.
Springer Nature - Springer Mathematics and Statistics eBooks 2021 English International Available online
View online- Format:
- Book
- Author/Creator:
- Jafelice, Rosana Sueli da Motta, author.
- Amarillo Bertone, Ana Maria, author.
- Series:
- SpringerBriefs in Mathematics, 2191-8201
- Language:
- English
- Subjects (All):
- Biomathematics.
- Set theory.
- Computer simulation.
- Mathematical and Computational Biology.
- Set Theory.
- Computer Modelling.
- Local Subjects:
- Mathematical and Computational Biology.
- Set Theory.
- Computer Modelling.
- Physical Description:
- 1 online resource (XVIII, 136 p. 90 illus., 87 illus. in color.)
- Edition:
- 1st ed. 2021.
- Place of Publication:
- Cham : Springer International Publishing : Imprint: Springer, 2021.
- Summary:
- 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.
- Contents:
- - 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.
- ISBN:
- 3-030-64530-4
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