What are some common heuristics used in constraint satisfaction problems?
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What are some common heuristics used in constraint satisfaction problems?
Common heuristics include Minimum Remaining Values (MRV), Degree Heuristic, and Least Constraining Value.
Can you explain the Minimum Remaining Values heuristic?
Sure! MRV selects the variable with the fewest legal values left, helping to reduce search space.
What about the Degree Heuristic?
The Degree Heuristic prioritizes variables that are involved in the largest number of constraints, aiming to reduce conflicts.
How does the Least Constraining Value work?
Least Constraining Value chooses a value for a variable that rules out the fewest options for the remaining variables.
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