Genetic Algorithm MCQs

1.     Produces two new offspring from two parent string by copying selected bits from each parent is called

(A) Mutation

(B) Inheritance

(C) Crossover

(D) None of these

Ans: C

2.     Genetic operators includes

(A) Crossover

(B) Mutation

(C) Both A & B

(D) None of these

Ans: C

3.     What is the correct representation of GA?

(A) GA(Fitness, Fitness_threshold, p)

(B) GA(Fitness, Fitness_threshold, p, r )

(C) GA(Fitness, Fitness_threshold, p, r, m)

(D) GA(Fitness, Fitness_threshold)

      Ans: C

4. When would the genetic algorithm terminate?

(A) Maximum number of generations has been produced

(B) Satisfactory fitness level has been reached for the population.

(C) Both A & B

(D) None of these

Ans:  C

5.     Genetic algorithm is a

(A) Search technique used in computing to find true or approximate solution to optimization and search problem

(B) Sorting technique used in computing to find true or approximate solution to optimization and sort problem

(C) Both A & B

(D) None of these

Ans:  A

6.     GA techniques are inspired by _________ biology.

(A) Evolutionary

(B) Cytology

(C)  Anatomy

(D)  Ecology

Ans: A

7.     _________ evolution over many generations was directly influenced by the experiences of individual organisms during their lifetime

(A) Baldwin

(B) Lamarckian

(C) Bayes

(D) None of these

Ans: B

8. ILP stand for

(A) Inductive Logical programming

(B) Inductive Logic Programming

(C) Inductive Logical Program

(D) Inductive Logic Program

Ans: B

9. What is/are the requirement for the Learn-One-Rule method?

(A) Input, accepts a set of +ve and -ve training examples.

(B) Output, delivers a single rule that covers many +ve examples and few -ve.

(C) Output rule has a high accuracy but not necessarily a high coverage.

(D) All of the above

Ans: D

10. _________ is any predicate (or its negation) applied to any set of terms.

(A) Literal

(B) Null

(C) Clause

(D) None of these

Ans: A

11. Ground literal is a literal that

(A) Contains only variables

(B) does not contains any functions

(C) does not contains any variables

(D) Contains only functions

 Ans: C