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) — extracted question text
Section AAttempt all questions in brief. 2 x 10 = 20
- aWhat does convergence m ean in neural networks?
- bWrite down applications of Associative Memory
- cWhat are the limitations of b ackpropagation algorithm?
- dDefine Perceptron model
- eWhat is fuzzy logic used for?
- fWhat are the opera tions of crisp set?
- gWhere is fuzzy controller used?
- hDefine Fuzzification. (i) Give few applications of genetic algorithm. (j) What are different operators in GA?
Section BAttempt any three of the following: 10x3 = 30
- aWrite short notes on recurrent auto associative memory & expla in its pros & cons
- bHow does Multilayer Perceptron w ork? What are th e main problem s with the back propagation learning algorithm?
- cE 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
- dWhy is Defuzzification necessary? Explain different types of D efuzzification with suitable example
- eState and explain the differe nt selection methods in GA
Section CAttempt any one part of the following: 10x1 = 10
- aWhat is an artificial neural n etwork and explain its layer?
- bWhat is the synapse of a neuron ? Draw and explain structure of a neuron
- aWhat is single layer artificial neural network? What is a Perceptron model?
- bWhat is back propaga tion algorithm explain with example?
- aExplain fuzzy relationship. Wha t is the difference between fuz zy logic and crisp logic?
- bWhat are the basic components of a fuzzy logic system? Explain
- aWhat are the industrial applications of fuzzy logic?
- bWhat is fuzzy implication? What is fuzzy controller explain wi th real life example?
- aWhat is two point crossover and uniform crossover in genetic a lgorithm?
- bWhat is Genetic Algorithm? E xplain the procedures of GA
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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