Search Problems

Artificial Intelligence
  • 13 Videos | 43m 11s
  • Includes Assessment
  • Earns a Badge
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Many problems faced by intelligent agents can be solved using searching methods. Explore search problems and useful methods to solve these problems.

WHAT YOU WILL LEARN

  • define search problems and how these can be used by AI agents
    list some problems that are ideal for searching algorithms
    define how to represent search problems
    describe the breadth-first search algorithm
    describe the depth-first search algorithm
    describe depth-limited search and the iterative deepening search algorithms
    describe the greedy approach for best-first informed searching
  • define heuristics and their various properties
    describe how to create a good heuristic function for a given search problem
    describe the A* search algorithm
    describe local searching and the hill-climbing search algorithm
    describe the simulated annealing search algorithm and how it improves on hill-climbing search
    describe the three environmental characteristics of search problems, state the function for a consistent heuristic, and state the function for an A* search

IN THIS COURSE

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