NPTEL Artificial Intelligence Search Methods For Problem Solving

NPTEL Artificial Intelligence Search Methods For Problem Solving Assignment 2 Answers 2023

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NPTEL Artificial Intelligence Search Methods For Problem Solving Assignment

For an autonomous agent to behave in an intelligent manner it must be able to solve problems. This means it should be able to arrive at decisions that transform a given situation into a desired or goal situation. The agent should be able to imagine the consequence of their decisions to be able to identify the ones that work. In this first course on AI, we study a wide variety of search methods that agents can employ for problem-solving.

In a follow-up course – AI: Knowledge Representation and Reasoning – we will go into the details of how an agent can represent its world and reason with what it knows. These two courses should lay a strong foundation for artificial intelligence, which the student can build upon. A third short course – AI: Constraint Satisfaction Problems – presents a slightly different formalism for problem-solving, one in which the search and reasoning processes mentioned above can operate together.

Next Week Assignment Answers

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This course can have Associate in Nursing unproctored programming communication conjointly excluding the Proctored communication, please check announcement section for date and time. The programming communication can have a weightage of twenty fifth towards the ultimate score.

Final score = Assignment score + Unproctored programming exam score + Proctored Exam score
  • Assignment score = 25% of average of best 8 assignments out of the total 12 assignments given in the course.
  • ( All assignments in a particular week will be counted towards final scoring – quizzes and programming assignments). 
  • Unproctored programming exam score = 25% of the average scores obtained as part of Unproctored programming exam – out of 100
  • Proctored Exam score =50% of the proctored certification exam score out of 100
YOU WILL BE ELIGIBLE FOR A CERTIFICATE ONLY IF ASSIGNMENT SCORE >=10/25 AND
UNPROCTORED PROGRAMMING EXAM SCORE >=10/25 AND PROCTORED EXAM SCORE >= 20/50. 
If any one of the 3 criteria is not met, you will not be eligible for the certificate even if the Final score >= 40/100. 

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Week 2 Assignment 1

Certainly, here are the MCQ options along with the answers:

  1. What information is available in Week 2 notes (bunch of PDFs) published in the course page?
    • About node order and tie breaker
    • How to model a problem as a state space search problem
    • Some properties of state spaces
    • DFS, BFS, DBDFS algorithms and ancillary functions
    • DFID-N, DFID-C algorithms and ancillary functions
    • Examples of list and tuple operations
    • Solved lecture examples
    • Solutions to practice assignment problems
    • Some problems to demonstrate node order Answer: All of the above options are available in Week 2 notes.
  2. Which of the following states satisfy the capacity constraints of the 12-8-5 water jug puzzle?
    • (5, 6, 1)
    • (0, 6, 6)
    • (4, 4, 4)
    • (8, 2, 2) Answer: (5, 6, 1) and (8, 2, 2) satisfy the capacity constraints.
  3. From the state (7, 0, 5), which of the following states can we reach in one or more moves?
    • (3, 4, 5)
    • (4, 3, 5)
    • (4, 4, 4)
    • (5, 4, 3) Answer: (4, 3, 5) and (5, 4, 3) can be reached in one or more moves.
  4. The water-jug state space in the practice assignment __________ .
    • is the full state space for the 12-8-5 water-jug puzzle
    • is the subspace reachable from the state (12,0,0)
    • satisfies the “reversible state space” property
    • does not satisfy the “reversible state space” property Answer: is the subspace reachable from the state (12,0,0)
  5. In the water-jug state space covered in the practice assignment __________ .
    • from the state (12,0,0) there is a unique path to every other state
    • for every pair of distinct states X and Y, there is a path from X to Y
    • for every pair of distinct states X and Y, if there is a path from X to Y and if there is a path from Y to X then both these paths are of the same length
    • for every state X, MoveGen(X) will return exactly four neighbors
    • for every state X, MoveGen(X) will return at most four neighbors Answer: for every pair of distinct states X and Y, there is a path from X to Y
  6. Given the following start states, from which of these start states can we reach (7, 0, 5) in one or more moves?
    • (3, 4, 5)
    • (4, 3, 5)
    • (4, 4, 4)
    • (5, 4, 3) Answer: (4, 3, 5) and (5, 4, 3) can reach (7, 0, 5) in one or more moves.
  7. From the state (12,0,0) the least number of moves required to reach (6,6,0) is __________ . Answer: This answer requires an integer input based on the problem.
  8. From the state (12,0,0) the least number of moves required to reach (3,4,5) is _________ . Answer: This answer requires an integer input based on the problem.
  9. From the state (3,4,5) the least number of moves required to reach (12,0,0) is _________ . Answer: This answer requires an integer input based on the problem.
  10. In the 12-8-5 water jug puzzle, is it possible to measure integral volumes 1L, 2L, 3L, …, 12L, where the volume measured must be present in a single jug?
  • Yes
  • No
  • Cannot be determined Answer: No

Week 2 Assignment 2

 

Week 2 Assignment 3

When BFS finds the goal node, i.e., when the GoalTest returns true, the NODEs present in the OPEN list are: Answer: S,A,D,C,B,E,S,B,E,S,B,E,F,C,E,F,C,E,I,D,G,H,F,I,D,G,H,I,D,G,E,I,K

List the nodes inspected by BFS: Answer: S, A, D, C, B, E, F, H, G, I, J, K, S

What is the path found by BFS? Answer: S, A, E, I, J, G

The BFS search tree is: Answer: Tree 3

When DFS finds the goal node, i.e., when the GoalTest returns true, the NODEs present in the OPEN list are: Answer: S,A,B,C,H

List the nodes inspected by DFS: Answer: S, A, B, C, H

What is the path found by DFS? Answer: S, A, B, C, H

The DFS search tree is: Answer: Tree 2

When DBDFS (depthBound=2) finds the goal node, i.e., when the GoalTest returns true, the NODEs present in the OPEN list are: Answer: S,A,D,C

List the nodes inspected by DBDFS (depthBound=2): Answer: S, A, D, C

What is the path found by DBDFS (depthBound=2)? Answer: S, A, D

All our search algorithms pick the __________ node from the OPEN list for inspection. Answer: first

What data-structures are used to store OPEN nodes in DFS and BFS algorithms, respectively? Answer: Stack, Queue

Which of the following are planning problems? Answer: N-Queens problem, 8-Puzzle, Map coloring problem, “Man, Lion, Goat, Cabbage” river crossing problem

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