Which of the followings is Not a parent selection technique used in genetic…

2025

Which of the followings is Not a parent selection technique used in genetic algorithm implementations?

  1. A.

    Radial

  2. B.

    Tournament

  3. C.

    Boltzmann

  4. D.

    Rank

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Correct answer: A

Answer: Radial is not a parent selection technique used in genetic algorithms.

Key insight: Parent selection methods pick individuals for reproduction based on fitness. Common, recognized methods include:

  • Tournament selection — randomly pick a small group and select the best from that group.

  • Rank selection — sort individuals by fitness and assign selection probabilities based on rank to limit domination by very fit individuals.

  • Boltzmann selection — use a temperature parameter to convert fitness into probabilities, promoting exploration early and exploitation later.

  • Other common methods include roulette-wheel (fitness-proportionate) selection and stochastic universal sampling.

Why "Radial" is incorrect as a selection method: Radial does not appear in the standard taxonomy of parent selection techniques; it likely refers to concepts in other domains (for example, radial basis functions) rather than genetic algorithm parent selection.

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