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Previous Year Question (PYQs)



Consider the following:

(a) Trapping at local maxima

(b) Reaching a plateau

(c) Traversal along the ridge.

Which of the following option represents shortcomings of the hill climbing algorithm?






Solution

Hill climbing algorithm has some common limitations.

It may get trapped at a local maximum.

It may reach a plateau where all neighboring states have almost same value.

It may face difficulty while traversing along a ridge.

So, all three are shortcomings of hill climbing algorithm.



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