Question: design this examples of fuzzy logic in a sequential manner. The design includes fuzzification, rule evaluation, aggregation, and finally defuzzification. Example 1 : Temperature Control
design this examples of fuzzy logic in a sequential manner. The design includes fuzzification, rule evaluation, aggregation, and finally defuzzification.
Example : Temperature Control
Objective: Design a fuzzy logic system to control a heater based on room temperature.
Inputs:
Temperature in Celsius
Linguistic Terms:
Cold, Comfortable, Hot
Membership Functions:
Triangular for each linguistic term
Rules:
IF Temperature is Cold THEN Heater is High
IF Temperature is Comfortable THEN Heater is Medium
IF Temperature is Hot THEN Heater is Low
Output:
Heater Level Crisp value after defuzzification
Example : Restaurant Rating
Objective: Evaluate the overall rating of a restaurant based on food quality and service.
Inputs:
Food Quality Poor Average, Excellent
Service Level Bad Good, Outstanding
Membership Functions:
Triangular for Food Quality
Triangular for Service Level
Rules:
IF Food Quality is Poor OR Service Level is Bad THEN Restaurant Rating is Low
IF Food Quality is Excellent AND Service Level is Outstanding THEN Restaurant Rating is High
Output:
Restaurant Rating Crisp value after defuzzification
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