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
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
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
What mechanism of evolution occurs when a new version of a trait arrises in a population?Group of answer choicesgenetic driftnonrandom matingmutationgene flow
Evolution can result from any process that changes the Blank______ composition of a population.Multiple choice question.agemale/femalehabitatgenetic
Genetic change from one generation to the next is known as ___Group of answer choicesMicroevolution Principle of Use/DisuseVariationMacroevolution
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.