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?
- A.
Radial
- B.
Tournament
- C.
Boltzmann
- 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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