Variationsregning
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Optimization of Type-2 Fuzzy Controllers Using the Bee Colony Algorithm
Udgivet af Springer International Publishing AG
ISBN
9783319542942
Om denne bog
This book focuses on the fields of fuzzy logic, bio-inspired algorithm; especially bee colony optimization algorithm and also considering the fuzzy control area. The main idea is that this areas together can to solve various control problems and to find better results. In this book we test the proposed method using two…
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Bogdetaljer
Forfatter
Oscar Castillo, Leticia Amador
Forlag
Springer International Publishing AG
Kategori
Variationsregning
ISBN-13
9783319542942
EAN
9783319542942
Format
Hæftet
Sprog
Engelsk
sider
71
Produktbeskrivelse
This book focuses on the fields of fuzzy logic, bio-inspired algorithm; especially bee colony optimization algorithm and also considering the fuzzy control area. The main idea is that this areas together can to solve various control problems and to find better results. In this book we test the proposed method using two benchmark problems; the problem for filling a water tank and the problem for controlling the trajectory in an autonomous mobile robot. When Interval Type-2 Fuzzy Logic System is implemented to model the behavior of systems, the results show a better stabilization, because the analysis of uncertainty is better. For this reason we consider in this book the proposed method using fuzzy systems, fuzzy controllers, and bee colony optimization algorithm improve the behavior of the complex control problems.
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