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Artificial Intelligence, a modern approach Chapter 4 with questions and well verified answers actual exam!!! 2026

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Artificial Intelligence, a modern approach Chapter 4 with questions and well verified answers actual exam!!! 2026

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Artificial Intelligence, a modern approach
Chapter 4 with questions and well verified
answers actual exam!!! 2026




Local search and optimization problems - ANSWER -•Hill-climbing search

•Simulated annealing search

•Local beam search

•Genetic algorithms




In local search problems, state space = set of "complete" configurations; the goal is to find best
configuration satisfying constraints.



•These problems are unlike the search problems from previous classes:

- The path to the goal is irrelevant

-- all you care about is the final configuration

- These are often optimization problems in which you find the best state according to an
objective function



local search algorithms - ANSWER -•Two strategies for choosing the state to visit next

•Hill climbing

•Simulated annealing

•Then, an extension to multiple current states

:•Local Beam search

•Genetic algorithms
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