Q. Parameters that affect GA

  • (A) initial population
  • (B) selection process
  • (C) fitness function
  • (D) all of these
πŸ’¬ Discuss
βœ… Correct Answer: (D) all of these

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

  • (A) sub parents
  • (B) parents
  • (C) offsprings
  • (D) grand child
πŸ’¬ Discuss
βœ… Correct Answer: (C) offsprings

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

  • (A) parent combination
  • (B) parent selection
  • (C) parent mutation
  • (D) parent replace
πŸ’¬ Discuss
βœ… Correct Answer: (B) parent selection

Q. Basic elements of EA are ?

  • (A) parent selection methods
  • (B) survival selection methods
  • (C) both a and b
  • (D) noneof these
πŸ’¬ Discuss
βœ… Correct Answer: (C) both a and b

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
πŸ’¬ Discuss
βœ… Correct Answer: (A) hedges

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
πŸ’¬ Discuss
βœ… Correct Answer: (A) convex fuzzy set

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
πŸ’¬ Discuss
βœ… Correct Answer: (A) (a) only

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
πŸ’¬ Discuss
βœ… Correct Answer: (C) both associative & distributive

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