Application Of Soft Computing (KCS-056) - AKTU Question Paper 2021-22
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 2021-22. Published by Dr. A.P.J. Abdul Kalam Technical University (AKTU/UPTU), Lucknow. Free PDF download — no login required.
Rate this paper
Questions Asked in 2021-22
Application Of Soft Computing (KCS-056) — complete question paper
- aDefine Soft Computing. How is it different from conventional computing?
- bWhat is difference between auto associative memory and hetero associative Memory?
- cWrite down the applications of genetic algorithm
- dWhat is a self organizing map?
- eWhat is a membership function in a fuzzy set?
- fIf A = {1/1, 0.7/1.5, 0.2/2, 0.6/2.5} and B = {0.2/1, 0.3/1.5, 0.7/2, 0.1/2.5} find the Algebraic sum of the given fuzzy sets
- gWhat are the basic components of ANN?
- hWhat is meant by threshold logic unit? i. Why do we use bias function in neural network? j. What is Adaptive learning?
- aHow crossover used in a GA? Explain the types of crossover with example
- bHow is weight adjustment done in back propagation network?
- cWhat is Defuzzification? Explain all the three methods which ar e used in Defuzzification with an example?
- dWhat is Multilayer perceptron? How is different from single layer perceptron?
- eDiscuss neuro fuzzy system and rule base structure identification in detail
- aHow back propagation network works in ANN? Write an algorithm for it
- bExplain supervised and unsupervised learning in detail
- aWhy preceptron is not able to handle the tasks which are not linearly separable? Justify your answer using XOR Problem
- bWrite a short notes on the following: (i) Feedback control system (ii) Fuzzy Automata
- aExplain the architecture of Kohnen self organizing network
- bExplain Fuzzy Inference System with all its components in detail
- aHow can Fitness functions be found for any optimization problem? Maximize the function f(x)=x2 , with x in the integer interval [0,31) with the help of Genetic Algorithm
- bWhat is Genetic Algorithm? Discuss the working of Genetic Algorithm with the help of flowchart
- aWhat are fuzzy sets? Discuss the various properties of fuzzy sets?
- bWrite short note on the following: (i) Fuzzy Controllers (ii) Fuzzy and Crisp relations
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 — KCS-056
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)
What are the basic components of ANN?
Appeared in: 2021-22 · 2022-23
Application Of Soft Computing — Other Year Papers
AKTU Application Of Soft Computing PYQs from other sessions
More B.Tech Semester 5 (2021-22) Papers
Other subjects from same semester and session
Syllabus & More PYQs
Paper solve karne se pehle unit-wise syllabus dekh lo