Introduction : What is intelligence?, Foundations of artificial intelligence(AI), History of AI, Basics of AI, Artificial Intelligence Problems, Artificial Intelligence Techniques
Problem Spaces and Search : Defining the problem as a state space search, Production systems,
Problem characteristics, Production system characteristics, Issues in designing search problems,
Breadth first search (BFS), Depth first search(DFS), Bi-directional Search, Iterative Deepening
Informed Search Strategies : Best first search, A* algorithm, Heuristic functions, Generate and
Test, Hill Climbing, Simulated Annealing, Constraint satisfaction
Problem Spaces and Search : Defining the problem as a state space search, Production systems,
Problem characteristics, Production system characteristics, Issues in designing search problems,
Breadth first search (BFS), Depth first search(DFS), Bi-directional Search, Iterative Deepening
Informed Search Strategies : Best first search, A* algorithm, Heuristic functions, Generate and
Test, Hill Climbing, Simulated Annealing, Constraint satisfaction
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