п»їPacific University of Architectural
Dept: CSE Semester: seventh
Subject: Soft Computing
Q. 1 ) Explain the significant of Unnatural Neuron and compare this with biological neuron
Q. 2 . Go over Back Propagation Algorithm in more detail with appropriate illustration.
Queen. 3. Evaluate:
I. Supervised Vs . Unsupervised Learning
2. Hard Computer Vs . Gentle Computing
III. Single Layer Vs . Multilayer Perceptron
Queen. 4. Set a short note on:
I. Radial Basis Function
Q. 5. Discuss various operations of fuzzy models with example.
Q. 6th. Consider the two fuzzy models A and B and given О±=2:
A sama dengan 0.33/6 + 0.67/7 +1/8 + 0.67/9+0.33/10
B= 0.2/6 + 0.6 /7 +1/8 + 0.8 /9 + 0.52/10
Discover (i) AUB (ii) AО± (iii) A-B
Q. 7Describe Mamdani FIS with its positive aspects. Differentiate between Mamdani FIS and Sugeno FIS.
Queen. 8 Let X= a,b,c,d Y= 1,2,3,4 Let A & W are fuzzy sets just like A= (a,0)(b,0.8)(c,0.6)(d,1) B= (1,0.2)(2,1)(3,0.8)(4,0). Determine the implication relationships IF times is A THEN y can be B.
Queen. 9The results of 3 implication procedures are shown in the Fig. 1 .
Discover the aggregated output and the defuzzyfied result using the subsequent methods: Middle of The law of gravity or Centroid method
Measured average method
Find out any one research newspaper on using Genetic Criteria. You can send soft copy or hard form. When you submit it, I will evaluate (you actually have to clarify me). Analysis paper needs to be since 2005.
OR (Q- 1 & 2 in File Pages only)
Table 2 shows a populace of strings of four quantities. Assuming that the string signifies a binary encoding of any number in, and the health function has by Fi = 100/n. Fill in the rest of the table employing Rank variety algorithm to generate a matting pool area of size 4. Jot down the matting pool in table several. String Number
Fi / ОЈ Fi
Number of Copies Selected
4. thirty five
Table a couple of
Mating Pool area