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Introduction to AI (22AI32) Module 2 Quiz

Quiz by Ramya k

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15 questions
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  • Q1

    1. What is a well-defined problem in the context of AI?

    A problem that is too complex to solve

    A problem with no clear solution

    A problem that requires human intuition

     A problem that has a clear goal, initial state, and set of actions

    30s
  • Q2

    2.  Which of the following is NOT a component of a problem formulation?

    Actions

    Initial state

     Goal state

    Heuristic function

    30s
  • Q3

    3.  In problem-solving agents, what is the purpose of the search algorithm?

    To find a sequence of actions that leads to the goal state

    To define the problem space

    To evaluate the performance of the agent

    To generate random solutions

    30s
  • Q4

    4.  Which of the following is an example of a toy problem?

    Autonomous driving

    Chess

    The 8-Puzzle Problem

    The Traveling Salesman Problem

    30s
  • Q5

    5. Which of the following search strategies explores all possible states before finding a solution?

    Greedy Best-First Search

    Breadth-First Search

    Depth-First Search

    A* Search

    30s
  • Q6

    6.  What is the main advantage of using heuristics in problem-solving?

    They guarantee an optimal solution

    They eliminate the need for a search algorithm

    They reduce the search space and improve efficiency

    They simplify the problem formulation

    30s
  • Q7

    7. In the context of problem-solving agents, what does "state space" refer to?

    The set of all possible actions

    The set of all possible agents

    The set of all possible states that can be reached from the initial state

    The set of all possible goals

    30s
  • Q8

    8. Which of the following is a common method for formulating problems?

    Defining the initial state and goal state

    All of the above

    Establishing the constraints of the problem

    Identifying the actions available

    30s
  • Q9

    9.  Which of the following is an example of a search algorithm that uses a heuristic?

    Depth-First Search

     A* Search

    Uniform Cost Search

     Breadth-First Search

    30s
  • Q10

    10.  What is the main challenge in solving real-world problems compared to toy problems?

    Real-world problems often have more constraints and uncertainties

    Toy problems require more complex algorithms

    Toy problems have no defined goals

    Real-world problems are always easier to solve

    30s
  • Q11

    11. Which of the following is a characteristic of a search problem?

     It is always solvable in polynomial time

     It can be represented as a graph

    It requires no computational resources

     It has a single solution

    30s
  • Q12

    12. Which of the following is a limitation of depth-first search?

    It always finds the optimal solution

    It explores all nodes at the current depth before moving deeper

    It requires less memory than breadth-first search

     It can get stuck in infinite loops if the search space is infinite

    30s
  • Q13

    13. What is the significance of formulating problems in AI?

    It helps in understanding the problem structure and constraints

    All of the above

    It allows for the application of search algorithms

     It simplifies the problem-solving process

    30s
  • Q14

    14. What is the main purpose of using a search tree in problem-solving?

    To visualize the problem space

    To eliminate unnecessary states

    To represent the possible states and actions in a structured way

     To optimize the search algorithm

    30s
  • Q15

    15. Which of the following best describes the term "toy problem"?

    A simplified problem used to illustrate concepts in AI

     A problem that is too complex to solve

    A problem that requires advanced algorithms to solve

    A problem that is trivial and has no real-world application

    30s

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