MCASemester 42021-22Soft ComputingKCA-032
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Soft Computing (KCA-032) - AKTU Question Paper 2021-22

MCA · Semester 4 · Free PDF Download

This is the official AKTU Soft Computing Previous Year Question Paper for MCA Semester 4, academic session 2021-22. Published by Dr. A.P.J. Abdul Kalam Technical University (AKTU/UPTU), Lucknow. Free PDF download — no login required.

Course:MCA
Semester:Semester 4
Session:2021-22
University:AKTU / UPTU

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Questions Asked in 2021-22

Soft Computing (KCA-032) — extracted question text

Section AAttempt all q u e s t i o n s i n b r i e f . 2*10 = 20
  • a
    Explain Soft computing. 1
  • b
    What is the basic concept of Neural network? 1
  • c
    Define Unsupervised learning. 2
  • d
    List the different k ind of Learning methods. 2
  • e
    Define Crisp logic. 3
  • f
    What do you mean by Classical sets? 3
  • g
    Define Genetic Technique. 4
  • h
    Define Evolutionary computing. 4 (i) How Hybrid system is differ from Traditional system in soft computing. (j) What is Neuro fuzzy hybrid system? 5
Section BAttempt any three o f t h e f o l l o w i n g : 10*3 = 30
  • a
    Discuss the characteristic s and limitation of Neural Networks. 1
  • b
    Illustrate about the Kohone n self-organizing features maps. 2
  • c
    What is Inference Engine ? Explain all its types. 3
  • d
    Discuss the Classifica tion of Genetic Algorithm. 4
  • e
    Explain Neuro Genetic Hybr id system with example. 5
Section CAttempt any one p a r t o f t h e f o l l o w i n g : 10*1 = 10
  • a
    Discuss in brief about the hi story of Artificial Neural Network. 1
  • b
    Explain the Neural Network A rchitecture with diagram. 1
  • a
    Explain the Back propaga tion network with diagram. 2
  • b
    Discuss about the Recurrent Neural Network(RNN) with exampl e. 2
  • a
    Explain the process of Fuzzi fication with proper example. 3
  • b
    Define Fuzzy logic. Expla in the Inference rules. 3
  • a
    What do you mean by Crossover? E xplain Mutation process in details. 4
  • b
    Discuss all the search techniques in details. 4
  • a
    Illustrate about the Fuz zy Genetic Hybrid System. 5
  • b
    Explain the Swarm Intelligence with example. 5

Question text is extracted from the official AKTU question paper PDF above. Check the original PDF for equations, diagrams and complete wording. Extracted: 2026-08-23.

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