General Type-2 Fuzzy Logic in Dynamic Parameter Adaptation for the Harmony Search Algorithm
This book focuses on the fields of fuzzy logic and metaheuristic algorithms, particularly the harmony search algorithm and fuzzy control. There are currently several types of metaheuristics used to solve a range of real-world of problems, and these metaheuristics contain parameters that are usually fixed throughout the iterations. However, a number of techniques are also available that dynamically adjust the parameters of an algorithm, such as probabilistic fuzzy logic.This book proposes a method of addressing the problem of parameter adaptation in the original harmony search algorithm using type-1, interval type-2 and generalized type-2 fuzz…
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Produktdetails
Weitere Autoren: Peraza, Cinthia / Valdez, Fevrier
- ISBN: 978-3-030-43949-1
- EAN: 9783030439491
- Produktnummer: 33780000
- Verlag: Springer International Publishing
- Sprache: Englisch
- Erscheinungsjahr: 2020
- Seitenangabe: 92 S.
- Masse: H23.5 cm x B15.5 cm x D0.5 cm 154 g
- Auflage: 1st ed. 2020
- Abbildungen: Paperback
- Gewicht: 154
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