CS607 Final Term Solved MCQs by Junaid

Q1. Which one is NOT the feature of Robot?

1. 
2. Reasoning, dealing with uncertainty
3. 
4. Vision, learning
5. 
6. Autonomy, physical Intelligence
7. 
8. None (Page 204)

Correct answer: None (Page 204)

Q2. Robotics have active contributions

from__________

•  ►Biology
•  ►Psychology
•  ►Mathematics

 ►All of the given (Page 204)

Q3. Robotics have active contributions from__________

1. 
2. Biology
3. 
4. Psychology
5. 
6. Mathematics
7. 
8. All of the given (Page 204)

Q4. Which one is the advantage of Neural Network

1. 
2. Good for generalization (Page 187)
3. 
4. The power of ANNs lie in their parallel architecture
5. 
6. Less defined rules to build a natural network
7. 
8. Knowledge implicit

Q5. A single layer perceptron cannot perform pattern classification on linearly separable patterns.

1. 
2. True
3. 
4. False (Page186)

Q7. The Entropy is 1 when the collection contains number of positive examples _______ to/than negative examples

1. 
2. Equal (Page 177)
3. 
4. Greater
5. 
6. Less
7. 
8. None of the given

Q8. In all calculations involving Entropy we define _________ to be ______

1. 
2. 0 log 0, 0 (Page 177)
3. 
4. 0 log 10, 1
5. 
6. 0 log 0, 1
7. 
8. 1 log 1, 1

Q9. If the true output of a concept [c(xi)] is 1 or 0 for an instance, then the output by our hypothesis [h(xi)] is 1 or 0 as well, respectively.

1. 
2. True (Page 177)
3. 
4. False

Q10. Machine learning typically follows ___________ phases according to Finlay.

1. 
2. 2
3. 
4. 3 (Page 160)
5. 
6. 4
7. 
8. 5

Q11. Which statement about learning is true:

1. Learning is constructing or modifying representations of what is being experienced
2. Learning denotes changes in a system that enables a system to do the same task more efficiently the next time.
3. Learning is making useful changes in our minds.
4. All of the given (Page 159)

Q12. __________ is the process by which the fuzzy sets that represent the outputs of each rule are combined into a single fuzzy set.

1. Aggregation (Page 157)
2. Fuzzification
3. Implication
4. None of the given

Q13. If there are multiple parts to the antecedent, apply fuzzy logic _________ and resolve the antecedent to a single number between 0 and 1.

1. Operators (Page 153)
2. Rules
3. Conditions
4. None of the given

Q14. Usually a _________ graph is chosen to represent a fuzzy set.

1. Triangular (Page 151)
2. Circular
3. Conical
4. None of the given