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Evolutionb) Selectionc) Reproductiond) MutationWhich of the following are found in genetic algorithm?

Question

Which of the following are found in genetic algorithm?

a) Evolution
b) Selection
c) Reproduction
d) Mutation

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Solution

All of the options mentioned are found in a genetic algorithm.

a) Evolution: Genetic algorithms are based on the process of natural evolution, which includes mechanisms such as selection, crossover (recombination), and mutation.

b) Selection: This is a stage in the genetic algorithm where individual parents are chosen from a population for reproduction (or crossover) to produce offspring for the next generation.

c) Reproduction: In genetic algorithms, reproduction is a process where two parents are selected based on their fitness scores to produce offspring for the next generation.

d) Mutation: This is a genetic operator used to maintain genetic diversity from one generation of a population of genetic algorithm chromosomes to the next. It is analogous to biological mutation.

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