B.TechSemester 52022-23Application Of Soft ComputingKCS056
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Application Of Soft Computing (KCS056) - AKTU Question Paper 2022-23

B.Tech · Semester 5 · Free PDF Download

This is the official AKTU Application Of Soft Computing Previous Year Question Paper for B.Tech Semester 5, academic session 2022-23. Published by Dr. A.P.J. Abdul Kalam Technical University (AKTU/UPTU), Lucknow. Free PDF download — no login required.

Course:B.Tech
Semester:Semester 5
Session:2022-23
University:AKTU / UPTU

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Questions Asked in 2022-23

Application Of Soft Computing (KCS056) — complete question paper

Section AAttempt all questions in brief. 2 x 10 = 20
  • a
    What does convergence m ean in neural networks?
  • b
    Write down applications of Associative Memory
  • c
    What are the limitations of b ackpropagation algorithm?
  • d
    Define Perceptron model
  • e
    What is fuzzy logic used for?
  • f
    What are the opera tions of crisp set?
  • g
    Where is fuzzy controller used?
  • h
    Define Fuzzification. (i) Give few applications of genetic algorithm. (j) What are different operators in GA?
Section BAttempt any three of the following: 10x3 = 30
  • a
    Write short notes on recurrent auto associative memory & expla in its pros & cons
  • b
    How does Multilayer Perceptron w ork? What are th e main problem s with the back propagation learning algorithm?
  • c
    E x p l a i n t h e d i f f e r e n t t y p e s o f O p e r a t i o n u s e d i n F u z z y S e t w i th suitable examples
  • d
    Why is Defuzzification necessary? Explain different types of D efuzzification with suitable example
  • e
    State and explain the differe nt selection methods in GA
Section CAttempt any one part of the following: 10x1 = 10
  • a
    What is an artificial neural n etwork and explain its layer?
  • b
    What is the synapse of a neuron ? Draw and explain structure of a neuron
  • a
    What is single layer artificial neural network? What is a Perceptron model?
  • b
    What is back propaga tion algorithm explain with example?
  • a
    Explain fuzzy relationship. Wha t is the difference between fuz zy logic and crisp logic?
  • b
    What are the basic components of a fuzzy logic system? Explain
  • a
    What are the industrial applications of fuzzy logic?
  • b
    What is fuzzy implication? What is fuzzy controller explain wi th real life example?
  • a
    What is two point crossover and uniform crossover in genetic a lgorithm?
  • b
    What is Genetic Algorithm? E xplain the procedures of GA

Question text is extracted from the official AKTU question paper PDF above. Hindi translations are omitted — every question is printed in English in the original paper. Last verified: 2026-08-23.

Repeated Questions — KCS056

Questions that appeared in more than one session, found by comparing 3 years of Application Of Soft Computing papers (2021-22, 2022-23, 2023-24)

2x

What are the basic components of a fuzzy logic system? Explain

Appeared in: 2021-22 · 2022-23

Application Of Soft Computing — Other Year Papers

AKTU Application Of Soft Computing PYQs from other sessions

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