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InsemMar 20252019 patternBE AI&DS

Computational Intelligence SPPU Insem Question Paper Mar 2025

All 4 questions from this SPPU insem paper, as printed. Read them here or open the PDF.

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Subject code
417530
Pattern
2019 pattern
Exam
Insem
Session
Mar 2025
Max. marks
30
Time
1 Hour
Semester
VIII
Paper code
[6411]-184

Printed for: B.E. (Artificial Intelligence & Data Science) (Insem.)

Instructions to the candidates

  1. Neat diagrams must be drawn wherever necessary.
  2. Figures to the right side indicate full marks.
  3. Use of Calculator is allowed.
  4. Assume Suitable data if necessary.

Questions

  1. Q1

    1. a)

      Explain how following approaches contribute to Computational Intelligence: i) Fuzzy Logic ii) Neural Networks iii) Evolutionary Computing iv) Swarm Intelligence

      [8]
    2. b)

      Define Computational Intelligence. Differentiate between Artificial Intelligence and Computational Intelligence.

      Also asked:Mar 2024

      [7]

  2. Q2

    1. a)

      Provide examples of successful applications of Computational Intelligence in different fields.

      [8]
    2. b)

      Explain how different methodologies synergistically combine in Computational Intelligence?

      [7]

  3. Q3

    1. a)

      Define a Fuzzy Set? Explain in detail about Fuzzy set operations.

      [7]
    2. b)

      Write a short note on : i) Linguistics Variables and Hedges ii) Fuzzy Rules 2

      Also asked:Mar 2024

      [8]

  4. Q4

    1. a)

      Define Fuzzy logic Controllers. Explain different Fuzzy logic Controller Types.

      [7]
    2. b)

      Write a short note on : i) Membership Function ii) Fuzzification iii) Defuzzification iv) Fuzziness and Probability JJJ

      [8]