Artificial Intelligence Unit 2 – Problem Solving Methods: important questions for AKTU
Unit 2 (Problem Solving Methods) questions that AKTU repeats most often. This unit carries about 27 marks per paper. Start with the repeated questions, then the most asked topics.
Most repeated Unit 2 questions
- Solve a problem using depth-first search (DFS) and show the path explored. (7 marks, 2026, Search Strategies) – also asked in 2023, 2024, 2025
- Explain the formulation and solution techniques of Constraint Satisfaction Problems (CSP) with examples. (7 marks, 2026, Constraint Satisfaction Problems) – also asked in 2023, 2025
- Discuss the structure and components of a Constraint Satisfaction Problem (CSP). (7 marks, 2025, Constraint Satisfaction Problems) – also asked in 2023, 2026
Most important Unit 2 topic
- Constraint Satisfaction Problems (Unit 2: Problem Solving Methods) – asked 8 times in 2023, 2024, 2025, 2026
Most asked Unit 2 topics
- Constraint Satisfaction Problems – asked 8 times
- Search Strategies – asked 5 times
- Game Playing – asked 5 times
More 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)
- 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)
Unit 2 syllabus topics
- Search Strategies
- Local Search Algorithms
- Partial Observation Search
- Constraint Satisfaction Problems
- Game Playing