Evolutionb) Selectionc) Reproductiond) MutationWhich of the following are found in genetic algorithm?
Question
Evolutionb) Selectionc) Reproductiond) MutationWhich of the following are found in genetic algorithm?
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.
Similar Questions
Consider the following:a) Evolutionb) Selectionc) Reproductiond) MutationWhich of the following are found in genetic algorithm?ans.(b) and (d) only (a), (b), (c) and (d)(a), (b) and (d) only(b), (c) and (d) only Previous Marked for Review Next
Genetic Algorithm operatorsQuestion 6Answera.All of aboveb.Mutationc.Crossoverd.Selection
The Crossover operation is normally performed in one of the steps in the Genetic Algorithm scheme? Which? Evaluation Selection Reproduction Mutation Generation
Which of the following phenomena is responsible for introducing new genetic variation in a population?Multiple choice question.natural selectionnon-random matingmutationrandom matinggenetic drift
Write the effect of mutation pressure on evolution.
Upgrade your grade with Knowee
Get personalized homework help. Review tough concepts in more detail, or go deeper into your topic by exploring other relevant questions.