Computer Engineering Soft Computing Set 3

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This set of Computer Engineering Soft Computing Multiple Choice Questions & Answers (MCQs) focuses on Computer Engineering Soft Computing Set 3

Q1 | Evolution Strategies is developed with
  • selection
  • mutation
  • a population of size
  • all of these
Q2 | Evolution Strategies typically uses
  • real-valued vector re
  • vector representa
  • time based represe
  • none of these
Q3 | in ES survival is
  • indeterministic
  • deterministic
  • both a and b
  • none of these
Q4 | What is the first step in Evolutionary algorithm
  • termination
  • selection
  • recombination
  • initialization
Q5 | Elements of ES are/is
  • parent population siz
  • survival populatio
  • both a and b
  • none of these
Q6 | What are different types of crossover
  • discrete and interme
  • discrete and conti
  • continuous and inte
  • none of these
Q7 | Determining the duration of the simulation occurs before the model is validated and te
  • true
  • false
Q8 |                 cannot easily be transferred from one problem domain to another
  • optimal solution
  • analytical solution
  • simulation solutuon
  • none of these
Q9 | Discrete events and agent-based models are usuallly used for .
  • middle or low level o
  • high level of abstr
  • very high level of ab
  • none of these
Q10 |          doesnot usually allow decision makers to see how a solution to a en
  • simulation ,complex
  • simulation,easy p
  • genetics,complex p
  • genetics,easy problem
Q11 | EC stands for?
  • evolutionary comput
  • evolutionary com
  • electronic computa
  • noneof these
Q12 | GA stands for
  • genetic algorithm
  • genetic asssuranc
  • genese alforithm
  • noneof these
Q13 | LCS stands for
  • learning classes syste
  • learning classifier
  • learned class syste
  • mnoneof these
Q14 | GBML stands for
  • genese based machi
  • genes based mob
  • genetic bsed machi
  • noneof these
Q15 | EV is dominantly used for solving .
  • optimization proble
  • mnp problem
  • simple problems
  • noneof these
Q16 | EV is considered as?
  • adaptive
  • complex
  • both a and b
  • noneof these
Q17 | Parameters that affect GA
  • initial population
  • selection process
  • fitness function
  • all of these
Q18 | Fitness function should be
  • maximum
  • minimum
  • intermediate
  • noneof these
Q19 | Applying recombination and mutation leads to a set of new candidates, called as ?
  • sub parents
  • parents
  • offsprings
  • grand child
Q20 |          decides who becomes parents and how many children the parents have.
  • parent combination
  • parent selection
  • parent mutation
  • parent replace
Q21 | Basic elements of EA are ?
  • parent selection methods
  • survival selection methods
  • both a and b
  • noneof these
Q22 | There are also other operators, more linguistic in nature, called                   that can be applied to fuzzy set theory.
  • hedges
  • lingual variable
  • fuzz variable
  • none of the mentioned
Q23 | A fuzzy set has a membership function whose membership values are strictly monotonically increasing or strictly monotonically decreasing or strictly monotonically increasing than strictly monotonically decreasing with increasing values for elements in the universe
  • convex fuzzy set
  • concave fuzzy set
  • non concave fuzzy set
  • non convex fuzzy set
Q24 | Which of the following neural networks uses supervised learning?(A) Multilayer perceptron(B) Self organizing feature map(C) Hopfield network
  • (a) only
  • (b) only
  • (a) and (b) only
  • (a) and (c) only
Q25 | What is the feature of ANNs due to which they can deal with noisy, fuzzy, inconsistent data?
  • associative nature of networks
  • distributive nature of networks
  • both associative & distributive
  • none of the mentioned