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Consider the following:

  1. Evolution
  2. Selection
  3. Reproduction
  4. Mutation

Which of the following are found in genetic algorithms?

  1. b, c and d only
  2. b and d only
  3. a, b, c and d
  4. a, b and d only
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2 Answers

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Five phases are considered in a genetic algorithm.
1.Initial population
2.Fitness function
3.Selection
4.Crossover
5.Mutation
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In genetic algorithms, the following components are typically found:

a. Evolution - This represents the overarching process of iterative improvement over generations.

b. Selection - This involves choosing individuals from the current population based on their fitness for reproduction.

c. Reproduction - This step involves creating a new population from selected individuals through processes like crossover.

d. Mutation - Mutation introduces random changes in the genetic information of individuals to explore new possibilities.

Therefore, the correct option is:

a, b, c, and d

Answer:

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