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Biological Models via Interval Type-2 Fuzzy Sets
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| 概要 | 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 comparative...ly 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.続きを見る |
| 目次 | - 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. |
| 本文を見る | Springer Mathematics and Statistics eBooks 2021 English/International: 2021 |
詳細
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| 登録日 | 2023.09.29 |
| 更新日 | 2024.01.30 |