Math, asked by brarbrahm1724, 1 year ago

how crossover probability and mutation probability is selected


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Answers

Answered by Maira9991
2

Crossover and mutation perform two different roles. Crossover (like selection) is a convergence operation which is intended to pull the population towards a local minimum/maximum. In an interesting aside, crossover is not one of the original genetic operators; Holland's original thesis used only selection and probabilistic mutation.

Mutation is a divergence operation. It is intended to occasionally break one or more members of a population out of a local minimum/maximum space and potentially discover a better minimum/maximum space.

Since the end goal is to bring the population to convergence, selection/crossover happen more frequently (typically every generation). Mutation, being a divergence operation, should happen less frequently, and typically only effects a few members of a population (if any) in any given generation.



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Answered by zoyaaa786
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Convergence............. |
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