Problem Solving MCQs Artificial Intelligence

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1. : Which of the following is the main job of a problem-solving agent?
(A) Solve the given problem and reach the goal
(B) To discover which sequence of the job will get it to the goal state
(C) All of these
(D) None of these

2. : Which of the following is state space?
(A) Expressing your problem with variable and parameter
(B) Your Definition of a problem
(C) Problem you design
(D) The whole problem

3. : The problem-solving agent with several immediate options of unknown value can determine what to do by investigating various possible sequences of actions that lead to states of known value, and then selecting the best sequence. This is called Search.
(A) True
(B) False
(C) Partially True
Answer: (A) True

4. : Which of the following is the input ……….and output………..of the search algorithm?
(A) Input, output
(B) Parameters, sequence of actions
(C) Solution, problem
(D) Problem, solution

5. : A problem in search space is defined by which one of the following states?
(A) Intermediate state
(B) Last state
(C) Initial state
(D) All of these

6. : The set of actions for a problem in state space is formulated by which one of the following?
(A) Successor function, which takes current action and returns next immediate state
(B) Initial state
(C) Intermediate states
(D) None of these

7. : A solution to a problem is a path from the initial state to its goal state. The quality of the solution is calculated by the path cost function, and an optimal solution has the highest path cost as compared to all given solutions.
(A) True
(B) False
(C) Partially True
Answer: (B) False (An optimal solution has the lowest path cost, not highest)

8. : Which of the following is the process of eliminating the detail from a given state representation?
(A) Extraction
(B) Data Mining
(C) Information Retrieval
(D) Abstraction

9. : A problem-solving approach works effectively for which of the following?
(A) Mars Hover (Robot Navigation)
(B) 8-queen problem
(C) Finding an optimal path from a given source to a destination
(D) 8-Puzzle problem

10. : Which of the following is a touring problem in which each city must be visited exactly once, and the shortest tour must be found?
(A) Searching the shortest path between a source and a destination
(B) Depth-first search traversal on a given map represented as a graph
(C) Map coloring problem
(D) Travelling Salesman Problem

11. : What kind of agent is a Web Crawler?
(A) Model-based agent
(B) Problem-solving agent
(C) Simple reflex agent
(D) Intelligent goal-based agent

12. : Which of the following is the main component for measuring the performance of problem-solving techniques?
(A) Completeness
(B) Optimality
(C) Time and Space complexity
(D) All of these

13. : The production rule consists of which of the following?
(A) A set of Rule
(B) A sequence of steps
(C) Both A and B
(D) Arbitrary representation to problem

14. : Which of the following searching technique takes less memory?
(A) Optimal search
(B) Breadth-First Search
(C) Linear Search
(D) Depth-First Search

15. : Which of the following is the ideal method to go for Game playing problems?
(A) Linear approach
(B) An Optimal approach
(C) Random approach
(D) Heuristic approach

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Problem Solving MCQs Artificial Intelligence
By: Prof. Dr. Fazal Rehman | Last updated: April 29, 2025

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