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DSA Goprogramming~5 mins

Find Peak Element Using Binary Search in DSA Go - Cheat Sheet & Quick Revision

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Recall & Review
beginner
What is a peak element in an array?
A peak element is an element that is greater than its neighbors. For the first or last element, only one neighbor is considered.
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beginner
Why use binary search to find a peak element?
Binary search reduces the search space by half each time, making the search efficient (O(log n)) compared to checking every element (O(n)).
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intermediate
In the binary search for a peak element, if the middle element is less than its right neighbor, where do we search next?
We search in the right half because a peak must exist there.
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beginner
What is the time complexity of finding a peak element using binary search?
The time complexity is O(log n) because the search space is halved in each step.
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intermediate
Explain the base case when using binary search to find a peak element.
When the search space reduces to one element, that element is a peak because it is greater than its neighbors or it is at the boundary.
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What defines a peak element in an array?
AThe first element only
BAn element smaller than its neighbors
CThe last element only
DAn element greater than its neighbors
If middle element is less than its right neighbor, where should binary search continue?
ALeft half
BRight half
CBoth halves
DStop searching
What is the time complexity of binary search for peak element?
AO(log n)
BO(n)
CO(n log n)
DO(1)
Can the first or last element be a peak element?
AYes, if greater than its only neighbor
BNo, never
COnly the first element can be peak
DOnly the last element can be peak
What happens when binary search narrows down to one element?
AAlgorithm fails
BSearch restarts
CIt is the peak element
DNo peak found
Describe the steps to find a peak element using binary search.
Think about how binary search halves the array each time.
You got /5 concepts.
    Explain why binary search guarantees finding a peak element in an array.
    Consider the property of elements compared to neighbors.
    You got /5 concepts.