Question 1 : Web crawler is a ....

- Intelligent goal-based agent
- Problem-Solving agent
- Simple reflex agent
- Model based agent

Question 2 : Neural Network contain highly interconnected processing elements called as,

- Impulses
- Neurons
- Weights
- Data

Question 3 : α -> β is FALSE only when α is .......... and β is ............

- TRUE, TRUE
- FALSE, TRUE
- TRUE, FALSE
- FALSE, FALSE

Question 4 : Which basic logical operation cannot perform by single layer McCulloch Pitts model?

- XOR
- AND
- OR
- NOT

Question 5 : What is the space complexity of Depth-first search with branching factor b and maximum depth m

- O(b)
- O(bl)
- O(m)
- O(bm)

Question 6 : ______________ is the first operator applied on population

- Reproduction
- Recombination
- Mutation
- Crossover

Question 7 : What is key advantage of local search algorithms?

- Less memory
- More time
- Less memory & Finds a solution in large infinite space
- Finds a solution in large infinite space

Question 8 : Which approach is most suited to complex problems with significant uncertainty, a need for experimentation, and time compression?

- Simulation
- human intuition
- Optimization
- genetic algorithms

Question 9 : The inference engine is..............

- A method of organizing expert system knowledge into chunks.
- The programming environment of an expert system.
- A strategy used to search through the rule base in an expert system.
- A strategy for searching the rule base in an expert system that begins with information entered by the user

Question 10 : Three main basic features involved in characterizing membership function are

- Intuition, Inference, Rank Ordering
- Fuzzy Algorithm, Neural network, Genetic Algorithm
- Core, Support, Boundary
- Weighted Average, center of Sums, Median

Question 11 : It contains fuzzy IF-THEN rules.

- fuzzification unit
- Decision-making Unit
- Rule base
- data base

Question 12 : Which form is called as a conjunction of disjunction of literals?

- Conjunctive normal form
- Disjunctive normal form
- Normal form
- First normal form

Question 13 : The “Turing Test” is …

- a test devised by Alan Turing to determine whether a secret code is breakable
- a test to determine whether a Turing Machine will halt
- a test of whether a machine is intelligent prescribed by Turing
- testing the accuracy of a program

Question 14 : Give the height h(A) of a fuzzy set A where μA(χ)={0.2,0.5.,0.6,0.1,0.9}

- 0.5
- 0.1
- 1
- 0.9

Question 15 : Consider a fuzzy set A defined on the interval X = [0, 10] of integers by the membership function μA(x) = x / (x+2) Then the α cut corresponding to α = 0.5 will be

- {0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10}
- {1, 2, 3, 4, 5, 6, 7, 8, 9, 10}
- {2, 3, 4, 5, 6, 7, 8, 9, 10}
- {0,0.5, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10}

Question 16 : Fuzzification Inference Unit converts ........ input into ........set

- Crisp, Fuzzy
- Fuzzy, Crisp
- Crisp, Crisp
- Fuzzy,Fuzzy

Question 17 : Fuzzy logic is :

- Used to respond to questions in a humanlike way
- A new programming language used to program animation
- The result of fuzzy thinking
- A term that indicates logical values greater than one

Question 18 : Which of the following sentences represent “No politician is honest”?

- ∃x (¬(politician(x)) ---> ¬(honest(x)))
- ∀x (politician(x) ∧ ¬(honest(x)))
- ∀x (politician(x) ---> ¬(honest(x)))
- ∃x (honest(x) ---> ¬(politician(x)))

Question 19 : Fuzzy controllers are built on the basis of .........

- Fuzzy Extension principle
- Membership function
- Fuzzy Inference Systems
- Fuzzy variables

Question 20 : _____ fuzzy membership function is defined by a lower limit 'a', an upper limit 'b', and a value 'm', where a < m < b

- Trapozoidal
- Triangular
- Sigmoidal
- Increasing

Question 21 : Properties of fuzzy sets is

- Intersection
- Union
- Compliment
- Commutative

Question 22 : How many layers are there in adaptive neuro-fuzzy inference systems (ANFIS) ?

- 3
- 5
- 7
- 4

Question 23 : What are you predicting by : ∀x mushroom(x) ˄ violet(x) --> poisonous(x) ?

- There is a violet mushroom, which is poisonous
- All mushrooms are poisonous
- All violet mushrooms are poisonous
- Violet mushrooms are not poisonous

Question 24 : An agent is composed of .............

- Architecture
- Agent Function
- Perception Sequence
- Architecture and Program

Question 25 : A full cycle of the downhill simplex search involves the following steps

- Reflection, Expansion, Contraction, Shrinkage
- Expansion, Contraction, Shrinkage, Reflection
- Contraction, Shrinkage, Reflection, Expansion
- Shrinkage, Reflection, Expansion, Contraction

Question 26 : Which of the following are the drawbacks of Hill Climbing?

- Hill Climbing is not an informed search algorithm
- It is not complicated
- The search may get stuck at a local optimum
- Hill Climbing requires an exponential amount of memory

Question 27 : ______________ offers a way to avoid solving hard representation problems by outsourcing all genetic operators to outside agents

- Automated Genetic Algorithm
- Intelligent Genetic Algorithm
- Best Genetic Algorithm
- Human-based Genetic Algorithm

Question 28 : Genetic algorithm uses_________________ to determine optimization

- fit function
- fitness function
- active function
- strength function

Question 29 : The mutation operator that replaces genome with upper or lower boundary randomly is

- Flip
- Boundary
- Uniform
- Gaussian

Question 30 : The space complexity of _____ is better than _______.

- BFS, DFS
- DFS, BFS
- BFS, Depth Limited Search
- BFS, IDDFS