In this tutorial, we will learn about the fuzzy logic system architecture and its components in Artificial Intelligence. By Monika Sharma Last updated : April 15, 2023 What is Fuzzy Logic System?The Fuzzy Logic System is a system which uses Fuzzy logic for reasoning. The Fuzzy Logic is a ...
Fuzzy Logic: a Modern Approach to Control System ArchitectureKalu Kelechi Gabriel
While there are many advantages of fuzzy logic systems, there are certain challenges too which include −There is no systematic approach to fuzzy system designing. They are understandable only when simple. They are suitable for the problems which do not need high accuracy....
Toward the design of an intelligent system for enhancing salt water shrimp production using fuzzy logic 3Conclusion Fuzzy logicis a theory that was developed in pattern recognition for the precise detection of the imprecise. Today, it predominantly plays a role in applied areas such as control and...
No matter what the system, there are three basic steps that are characteristic to all fuzzy logic controllers. These steps include the fuzzification of the controller inputs, the execution of the rules of the controller, and the defuzzification of the output to a crisp value to be implemented ...
A Simple Control System using Fuzzy Logic to Control the Speed of the Fan Depending on the Temperature of the Input. Suppose you want to control the speed of the fan depending on the temperature of the room. For a normal layman if the temperature of the room is such that he/she feels ...
Type-1/type-2 fuzzy logic systems optimization with RNA genetic algorithm for double inverted pendulum This paper proposes a hybrid type-2 fuzzy logic system architecture with the aid of RNA genetic algorithm for a double inverted pendulum system. As an exte... S Zhe,W Ning,Y Bi - 《...
This paper will present a Genetic Algorithm (GA) based architecture to evolve the type-2 MFs of interval type-2 FLCs used for mobile robots. The GA based system converges after a small number of iterations to type-2 MFs which gave very good performance. We have performed various experiments...
This work presents the generalized type-2 Takagi–Sugeno–Kang (TSK) fuzzy logic system (FLS) in which the antecedent or consequent membership functions are type-2 fuzzy sets and the consequent part a first or higher order polynomial function. The architecture of the generalized type-2 TSK FLS...
the fuzzy logic controller can work with imprecise inputs without a detailed system model. It is also an efficient, cheap, and robust controltechnique coveringmany operating conditions [62].Fig. 12indicates the architecture of the fuzzy logic controller. According to the figure, the studied plant...