TRADITIONAL REPRESENTATION
OF LOGIC
OVERVIEW WHAT IS FUZZY LOGIC?
What is Fuzzy Logic? Definition of fuzzy
Where did it begin? Fuzzy – “not clear, distinct, or precise; blurred”
Slow Fast
Fuzzy Logic vs. Neural Networks Definition of fuzzy logic Speed = 0 Speed = 1
A form of knowledge representation suitable for bool speed;
Fuzzy Logic in Control Systems get the speed
notions that cannot be defined precisely, but which if ( speed == 0) {
FUZZY LOGIC Fuzzy Logic in Other Fields
depend upon their contexts.
// speed is slow
}
else {
Shane Warren Future // speed is fast
Brittney Ballard }
FUZZY LOGIC REPRESENTATION
CONT. FUZZY LOGIC VS. NEURAL
FUZZY LOGIC REPRESENTATION ORIGINS OF FUZZY LOGIC NETWORKS
Slowest Traces back to Ancient Greece
For every problem How does a Neural Network work?
[ 0.0 – 0.25 ]
must represent in Lotfi Asker Zadeh ( 1965 )
terms of fuzzy sets. Both model the human brain.
Slow Slowest Slow Fast Fastest First to publish ideas of fuzzy logic.
float speed; Fuzzy Logic
[ 0.25 – 0.50 ] get the speed
What are fuzzy if ((speed >= 0.0)&&(speed < 0.25)) { Professor Toshire Terano ( 1972 ) Neural Networks
sets? // speed is slowest
Fast }
Organized the world's first working group on fuzzy
else if ((speed >= 0.25)&&(speed < 0.5))
{
Both used to create behavioral
[ 0.50 – 0.75 ] // speed is slow systems.
}
else if ((speed >= 0.5)&&(speed < 0.75))
systems.
Fastest { F.L. Smidth & Co. ( 1980 )
// speed is fast
[ 0.75 – 1.00 ] }
else // speed >= 0.75 && speed < 1.0
First to market fuzzy expert systems.
{
// speed is fastest
}
FUZZY LOGIC IN CONTROL TEMPERATURE CONTROLLER
SYSTEMS BENEFITS OF USING FUZZY LOGIC ANTI LOCK BREAK SYSTEM ( ABS )
The problem
Change the speed of a heater fan, based off the room Nonlinear and dynamic in nature
Fuzzy Logic provides a more efficient and temperature and humidity.
Inputs for Intel Fuzzy ABS are derived from
resourceful way to solve Control Systems. A temperature control system has four settings Brake
Cold, Cool, Warm, and Hot
Some Examples 4 WD
Humidity can be defined by: Feedback
Temperature Controller Low, Medium, and High
Wheel speed
Anti – Lock Break System ( ABS ) Using this we can define Ignition
the fuzzy set. Outputs
Pulsewidth
Error lamp
FUZZY LOGIC IN OTHER FIELDS CONCLUSION
Business Fuzzy logic provides an alternative way to
Hybrid Modeling represent linguistic and subjective attributes of
the real world in computing.
Expert Systems
It is able to be applied to control systems and
other applications in order to improve the
efficiency and simplicity of the design process.