Soft Computing for Data Analytics, Classification Model, and Control
This book presents a set of soft computing approaches and their application in data analytics, classification model, and control. The basics of fuzzy logic implementation for advanced hybrid fuzzy driven optimization methods has been covered in the book. The various soft computing techniques, including Fuzzy Logic, Rough Sets, Neutrosophic Sets, Type-2 Fuzzy logic, Neural Networks, Generative Adversarial Networks, and Evolutionary Computation have been discussed and they are used on variety of applications including data analytics, classification model, and control.The book is divided into two thematic parts. The first thematic section covers…
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Produktdetails
Weitere Autoren: Khamparia, Aditya (Hrsg.) / Khanna, Ashish (Hrsg.) / Castillo, Oscar (Hrsg.)
- ISBN: 978-3-030-92025-8
- EAN: 9783030920258
- Produktnummer: 38360623
- Verlag: Springer International Publishing
- Sprache: Englisch
- Erscheinungsjahr: 2022
- Seitenangabe: 176 S.
- Masse: H24.1 cm x B16.0 cm x D1.5 cm 436 g
- Auflage: 1st ed. 2022
- Abbildungen: HC runder Rücken kaschiert
- Gewicht: 436
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