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Solving Problems by Searching Chapter 3 Outline

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Khiem Ho
Khiem Ho
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Solving problems by searching Chapter 3
Outline ,[object Object],[object Object],[object Object],[object Object],[object Object]
Problem-solving agents
Example: Romania ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Example: Romania
Problem types ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Example: vacuum world ,[object Object]
Example: vacuum world ,[object Object],[object Object]
Example: vacuum world ,[object Object],[object Object],[object Object],[object Object],[object Object]
Example: vacuum world ,[object Object],[object Object],[object Object],[object Object],[object Object]
Single-state problem formulation ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Selecting a state space ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Vacuum world state space graph ,[object Object],[object Object],[object Object],[object Object]
Vacuum world state space graph ,[object Object],[object Object],[object Object],[object Object]
Example: The 8-puzzle ,[object Object],[object Object],[object Object],[object Object]
Example: The 8-puzzle ,[object Object],[object Object],[object Object],[object Object],[object Object]
Example: robotic assembly ,[object Object],[object Object],[object Object],[object Object]
Tree search algorithms ,[object Object],[object Object]
Tree search example
Tree search example
Tree search example
Implementation: general tree search
Implementation: states vs. nodes ,[object Object],[object Object],[object Object]
Search strategies ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Uninformed search strategies ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Breadth-first search ,[object Object],[object Object],[object Object]
Breadth-first search ,[object Object],[object Object],[object Object]
Breadth-first search ,[object Object],[object Object],[object Object]
Breadth-first search ,[object Object],[object Object],[object Object]
Properties of breadth-first search ,[object Object],[object Object],[object Object],[object Object],[object Object]
Uniform-cost search ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Depth-first search ,[object Object],[object Object],[object Object]
Depth-first search ,[object Object],[object Object],[object Object]
Depth-first search ,[object Object],[object Object],[object Object]
Depth-first search ,[object Object],[object Object],[object Object]
Depth-first search ,[object Object],[object Object],[object Object]
Depth-first search ,[object Object],[object Object],[object Object]
Depth-first search ,[object Object],[object Object],[object Object]
Depth-first search ,[object Object],[object Object],[object Object]
Depth-first search ,[object Object],[object Object],[object Object]
Depth-first search ,[object Object],[object Object],[object Object]
Depth-first search ,[object Object],[object Object],[object Object]
Depth-first search ,[object Object],[object Object],[object Object]
Properties of depth-first search ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Depth-limited search ,[object Object],[object Object],[object Object]
Iterative deepening search
Iterative deepening search l =0
Iterative deepening search l =1
Iterative deepening search l =2
Iterative deepening search l =3
Iterative deepening search ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Properties of iterative deepening search ,[object Object],[object Object],[object Object],[object Object]
Summary of algorithms
Repeated states ,[object Object]
Graph search
Summary ,[object Object],[object Object],[object Object]

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Solving Problems by Searching Chapter 3 Outline