Evolutionary Algorithms in Computational Intelligence Quiz
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Questions and Answers

Which of the following is true about evolutionary algorithms?

  • They are a subset of evolutionary computation. (correct)
  • They are a subset of computational intelligence.
  • They are a type of machine learning algorithm.
  • They are a type of genetic algorithm.
  • What mechanisms are used by evolutionary algorithms?

  • Sampling, clustering, classification, and regression.
  • Sorting, searching, merging, and indexing.
  • Reproduction, mutation, recombination, and selection. (correct)
  • Addition, subtraction, multiplication, and division.
  • What role do candidate solutions play in evolutionary algorithms?

  • They play the role of optimization problems.
  • They play the role of fitness functions.
  • They play the role of evolutionary operators.
  • They play the role of individuals in a population. (correct)
  • Why do evolutionary algorithms often perform well in approximating solutions?

    <p>They do not make any assumption about the underlying fitness landscape.</p> Signup and view all the answers

    What are the limitations of techniques from evolutionary algorithms applied to the modeling of biological evolution?

    <p>They are generally limited to explorations of microevolutionary processes and planning models based upon cellular processes.</p> Signup and view all the answers

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