Evolutionary Algorithms QUIZ - MCQ QUESTIONS AND ANSWERS

Question: 1

What is the main inspiration behind evolutionary algorithms?

Question: 2

Which of the following is a commonly used evolutionary algorithm?

Question: 3

In the context of evolutionary algorithms, what is the purpose of the fitness function?

Question: 4

What is the purpose of the selection process in evolutionary algorithms?

Question: 5

In the context of evolutionary algorithms, what is the purpose of crossover?

Question: 6

In the context of evolutionary algorithms, what is the purpose of mutation?

Question: 7

Which of the following is an example of a real-world application of evolutionary algorithms?

Question: 8

In the context of genetic algorithms, what is the role of the population?

Question: 9

What is a common technique for selecting individuals for reproduction in evolutionary algorithms?

Question: 10

Which of the following is a type of evolutionary algorithm that is based on the concept of co-evolution?

Question: 11

Which of the following is NOT a primary operator in genetic algorithms?

Question: 12

What is the main difference between genetic algorithms and genetic programming?

Question: 13

In evolutionary algorithms, what is the purpose of elitism?

Question: 14

What type of problem can differential evolution be used to solve?

Question: 15

What is the main difference between particle swarm optimization (PSO) and evolutionary algorithms?

Question: 16

Which of the following is an advantage of using evolutionary algorithms in machine learning?

Question: 17

In the context of evolutionary algorithms, what is meant by the term "convergence"?

Question: 18

In genetic algorithms, which of the following is a method used to maintain diversity in the population?

Question: 19

What is the primary goal of an evolutionary strategy (ES)?

Question: 20

Which of the following is a type of evolutionary algorithm specifically designed for combinatorial optimization problems?

Question: 21

In evolutionary algorithms, what is the purpose of the initialization step?

Question: 22

What is the primary goal of multi-objective evolutionary algorithms (MOEAs)?

Question: 23

Which of the following is a popular MOEA?

Question: 24

What is the primary difference between memetic algorithms and traditional evolutionary algorithms?

Question: 25

Which of the following best describes the concept of "evolvability" in the context of evolutionary algorithms?

Question: 26

What is the purpose of using surrogate models in evolutionary algorithms?

Question: 27

What is the primary goal of interactive evolutionary algorithms (IEAs)?

Question: 28

In the context of evolutionary algorithms, what is "premature convergence"?

Question: 29

What is the primary goal of coevolutionary algorithms?

Question: 30

In the context of evolutionary algorithms, what is "genotypic diversity"?