Computer Engineering Soft Computing MCQs with answers Page - 5

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Q. EV is considered as?

  • (A) adaptive
  • (B) complex
  • (C) both a and b
  • (D) noneof these

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Q. Parameters that affect GA

  • (A) initial population
  • (B) selection process
  • (C) fitness function
  • (D) all of these

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Q. Fitness function should be

  • (A) maximum
  • (B) minimum
  • (C) intermediate
  • (D) noneof these

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Q. Applying recombination and mutation leads to a set of new candidates, called as ?

  • (A) sub parents
  • (B) parents
  • (C) offsprings
  • (D) grand child

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Q. decides who becomes parents and how many children the parents have.

  • (A) parent combination
  • (B) parent selection
  • (C) parent mutation
  • (D) parent replace

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Q. Basic elements of EA are ?

  • (A) parent selection methods
  • (B) survival selection methods
  • (C) both a and b
  • (D) noneof these

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Q. There are also other operators, more linguistic in nature, called

that can be applied to fuzzy set theory.

  • (A) hedges
  • (B) lingual variable
  • (C) fuzz variable
  • (D) none of the mentioned

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Q. 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

  • (A) convex fuzzy set
  • (B) concave fuzzy set
  • (C) non concave fuzzy set
  • (D) non convex fuzzy set

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Q. Which of the following neural networks uses supervised learning?
(A) Multilayer perceptron
(B) Self organizing feature map
(C) Hopfield network

  • (A) (a) only
  • (B) (b) only
  • (C) (a) and (b) only
  • (D) (a) and (c) only

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Q. What is the feature of ANNs due to which they can deal with noisy, fuzzy, inconsistent data?

  • (A) associative nature of networks
  • (B) distributive nature of networks
  • (C) both associative & distributive
  • (D) none of the mentioned

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