Optimization of Type-2 Fuzzy Controllers Using the Bee Colony Algorithm (SpringerBriefs in Applied Sciences and Technology) - Softcover

Amador, Leticia; Castillo, Oscar

 
9783319542942: Optimization of Type-2 Fuzzy Controllers Using the Bee Colony Algorithm (SpringerBriefs in Applied Sciences and Technology)
Softcover
ISBN 10: 331954294X ISBN 13: 9783319542942
Publisher: Springer, 2017

Synopsis

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.

"synopsis" may belong to another edition of this title.

From the Back Cover

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.

"About this title" may belong to another edition of this title.

Publisher
Springer
Publication date
2017
Language
English
ISBN 10 
331954294X
ISBN 13 
9783319542942
Binding
Paperback
Edition number
1
Number of pages
79