Artificial Intelligence Unit 2 – Problem Solving Methods: AKTU previous year questions
19 AKTU questions from Unit 2 (Problem Solving Methods) asked in 2023–2026, tagged by marks, year and topic. In short: about 27 marks of every paper come from this unit; the most asked topic is Constraint Satisfaction Problems (8 times); 15 questions came back in a later year. The latest ones are listed below; on the page you can filter them by 2-mark or long questions, topic and repeats.
Unit 2 previous year questions
- Define a local search? (2 marks, 2026, Local Search Algorithms)
- Define optimal decision in games. (2 marks, 2026, Game Playing)
- Solve a problem using depth-first search (DFS) and show the path explored. (7 marks, 2026, Search Strategies)
- Explain the formulation and solution techniques of Constraint Satisfaction Problems (CSP) with examples. (7 marks, 2026, Constraint Satisfaction Problems)
- Discuss stochastic games and the role of probability in decision-making. (7 marks, 2026, Game Playing)
- What is a Constraint Satisfaction Problem (CSP)? (2 marks, 2025, Constraint Satisfaction Problems)
- Explain the difference between uninformed and informed search strategies with examples. (7 marks, 2025, Search Strategies)
- Discuss the structure and components of a Constraint Satisfaction Problem (CSP). (7 marks, 2025, Constraint Satisfaction Problems)
- Describe the process of solving a Sudoku puzzle using CSP methods. (7 marks, 2025, Constraint Satisfaction Problems)
- Discuss decision-making in the context of game-playing algorithms. (2 marks, 2024, Game Playing)
- Explain Uniform-cost search algorithm. (2 marks, 2024, Search Strategies)
- Define backtracking in the context of search algorithms. (2 marks, 2024, Constraint Satisfaction Problems)
Most asked Unit 2 topics
- Constraint Satisfaction Problems – asked 8 times
- Search Strategies – asked 5 times
- Game Playing – asked 5 times
Unit 2 question pattern
- 2-mark questions: 8 asked in 2023–2026
- 7-mark questions: 6 asked in 2023–2026
- 10-mark questions: 5 asked in 2023–2026
- About 27 marks from Unit 2 in every paper
- 15 questions were asked again in a later year
Unit 2 questions year by year
- 2026: 5 Unit 2 questions asked (25 marks across that year's papers)
- 2025: 4 Unit 2 questions asked (23 marks across that year's papers)
- 2024: 5 Unit 2 questions asked (26 marks across that year's papers)
- 2023: 5 Unit 2 questions asked (34 marks across that year's papers)