Consider a fuzzy logic system that controls a heater in a room. The system takes two inputs: the temperature x and the humidity y. The fuzzy sets for x are Cold and Hot with membership functions μCold(x) and μHot(x), respectively. Similarly, the fuzzy sets for y are Dry and Wet with membership functions μDry(y) and μWet(y), respectively. The output z controls the heater and has Low and High fuzzy sets.The system has two rules:If the room is Cold and Dry, then the heater is set to Low.If the room is Hot and Wet, then the heater is set to High.Now, suppose on a particular day, the membership functions for the inputs are as follows: μCold(x) = 0.4, μHot(x) = 0.6, μDry(y) = 0.5, and μWet(y) = 0.5. Can you compute the rule strengths for the two rules?  a. 0.5, 0.5 b. 0.2, 0.3 c. 0.4, 0.5 d. 0.24,0.25

sider a fuzzy logic system where the input variable is “Temperature” ranging from 0°C to 50°C. The fuzzy sets for this variable are defined as “Cold”, “Warm”, and “Hot”. The membership function for the “Warm” set is a triangular function defined by the points (10,0),(25,1),(40,0),  where the function increases linearly from 10°C to 25°C and decreases linearly from 25°C to 40°C. If the current temperature is 30°C, what is the membership value of the “Warm” set?

Design and write the python code for Fuzzy Logic System for Smart Greenhouse. Fuzzylogic method begins by receiving input from a temperature sensor and humiditysensor then their value will be calculatedto produce the output as the duration ofwatering in the smart green house. The first input is a temperature with conditionlow, medium, and high with universe [0-40] and the second input is humidity withlevel of low, medium and high with universe [20-110]. The output is flush durationwith condition motor, medium and long with universe [0-180]- Use triangle membership function for fuzzification step.- The rules are defined as follow:- What is the flush time if temperature is 34 and humidity is 31?

2 pointsWhat is a characteristic of a fuzzy rule base in a fuzzy logic system? a. It only contains linguistic terms. b. It is not involved in decision-making. c. Rules are expressed in a binary format. d. It defines relationships between input and output variables.

How is Fuzzy Logic different from conventional control methods?a) IF and THEN Approachb) FOR Approachc) WHILE Approachd) DO Approach

In the Fuzzy Toolbox Library in the Simulink environment, which block is responsible for implementing the desirable rules based on a FIS variable produced by the FIS Editor? a. Defuzzification block b. FIS Variable block c. Fuzzy Controller block d. Rule Base block