Multiple projects regarding to Artificial Intelligence course
Designing and implementation or Use of:
- BFS, DFS, IDS, UCS (Uninformed Search Strategies)
- 8 Puzzle solver using A* & IDA (Informed Heuristic Search Strategies)
- genetic algorithms, simulated annealing (Local Search)
- Min-Max, Alpha–Beta (Adversarial Search)
- classification of a dataset (Basic Machine Learning)
- knowledge representation using prolog (knowledge-based system)
Puzzle 8 An IDA* and A* approach to solving puzzle 8 for the course on artificial intelligence
Puzzle 8 is a classic problem with a relatively large space to search for the solution
This project was a great way to practice optimizing search algorithms
source code for puzzle8 avalible here: