| Description |
1 online resource (xviii, 136 pages) : illustrations (chiefly color) |
| Series |
SpringerBriefs in mathematics, 2191-8198 |
|
SpringerBriefs in mathematics, 2191-8198
|
| 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 |
| 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 |
| Bibliography |
Includes bibliographical references and index |
| Notes |
Online resource; title from PDF title page (SpringerLink, viewed March 4, 2021) |
| Subject |
Biomathematics.
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Computer simulation.
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Fuzzy sets.
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Computer Simulation
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simulation.
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Biomatemáticas
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Simulación (Informática)
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Biomathematics
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Computer simulation
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Fuzzy sets
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| Form |
Electronic book
|
| Author |
Amarillo Bertone, Ana Maria, author
|
| ISBN |
9783030645304 |
|
3030645304 |
|
