International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
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Volume 95 - Issue 13 |
Published: June 2014 |
Authors: Ziyad T. Allawi, Turki Y. Abdalla |
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Ziyad T. Allawi, Turki Y. Abdalla . An Optimized Interval Type-2 Fuzzy Logic Control Scheme based on Optimal Defuzzification. International Journal of Computer Applications. 95, 13 (June 2014), 26-31. DOI=10.5120/16655-6633
@article{ 10.5120/16655-6633, author = { Ziyad T. Allawi,Turki Y. Abdalla }, title = { An Optimized Interval Type-2 Fuzzy Logic Control Scheme based on Optimal Defuzzification }, journal = { International Journal of Computer Applications }, year = { 2014 }, volume = { 95 }, number = { 13 }, pages = { 26-31 }, doi = { 10.5120/16655-6633 }, publisher = { Foundation of Computer Science (FCS), NY, USA } }
%0 Journal Article %D 2014 %A Ziyad T. Allawi %A Turki Y. Abdalla %T An Optimized Interval Type-2 Fuzzy Logic Control Scheme based on Optimal Defuzzification%T %J International Journal of Computer Applications %V 95 %N 13 %P 26-31 %R 10.5120/16655-6633 %I Foundation of Computer Science (FCS), NY, USA
In this paper, a new way of optimizing fuzzy logic is introduced. This way is used to optimize the output of Interval Type-2 Fuzzy Logic controller by replacing the Defuzzification stage by the Optimization algorithm. The algorithm chooses the best crisp output variable from the type-reduced set which is the output of the Type-Reduction stage instead of averaging the set extremes which was performed by Defuzzification stage. Artificial Bee Colony optimization algorithm is used to optimize the Interval Type-2 Fuzzy Logic controller to manage the navigation of multiple mobile robots in indoor environments.