B.TechSemester 52023-24Application Of Soft ComputingKCS056
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Application Of Soft Computing (KCS056) - AKTU Question Paper 2023-24

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 2023-24. 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:2023-24
University:AKTU / UPTU

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Questions Asked in 2023-24

Application Of Soft Computing (KCS056) — complete question paper · 100 marks · 3 Hours

Section AAttempt all q u e s t i o n s i n b r i e f . 2 x 10 = 20
  • a
    Explain neuron with its structure. 2 1
  • b
    Define an artificial neural network. 2 1
  • c
    Draw diagram for multil ayer perceptron model. 2 2
  • d
    Discuss the different features of single layer perceptron. 2 2
  • e
    Explain roles of crisp sets. 2 3
  • f
    Write a difference between crisp and fuzzy set. 2 3
  • g
    List basic fuzzy set operations. 2 4
  • h
    Explain fuzzy relations. 2 4 i. Define genetic algorithm. 2 5 j. List different types of enc oding in genetic algorithm. 2 5
Section BAttempt any three o f t h e f o l l o w i n g : 10 x 3 = 30
  • a
    Explain about activation f unction with its use in neuron model. 10 1
  • b
    Explain how linear separable ta sk is defined for two dimensi onal spaces? Discuss XOR problem
  • c
    Explain all fuzzy set properties. 10 3
  • d
    Verify De morgan’s Law using t ruth table for three states. 1 0 4
  • e
    Explain different methods of selection in genetic algorithm in order to select a population for next generation
Section CAttempt any one p a r t o f t h e f o l l o w i n g : 10x1=10
  • a
    Draw a single layer feed forward network and explain its wor king function
  • b
    Explain working of recurrent network and compare with multil ayer neural network
  • a
    Explain McCulloch -Pitts mode l and write disadvantage of it. 10 2
  • b
    Draw a network for solving e xclusive OR problem. 10 2
  • a
    Define the membership function and state its importance in f uzzy logic. Also discuss the features of membership functions
  • b
    Explain two important i nferring procedures. 10 3
  • a
    Explain in brief different a ttributes of predicate logic 10 4
  • b
    Define fuzziness of fuzzy set and what is a fuzzy function? 10 4
  • a
    Discuss about the genetic operators. What are the roles of g enetic operators in GA?
  • b
    Explain why mutation is done in genetic algorithm? Explain t ypes of mutation

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.

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📘 Application of Soft Computing — Unit-wise SyllabusBCS056AKTU 3rd Year SyllabusAKTU 3rd Year PYQs — All BranchesCSE 3rd Year SyllabusIT 3rd Year SyllabusCSE DS 3rd Year Syllabus