Explain the logic behind a binary search algorithm.
Question
Explain the logic behind a binary search algorithm.
Solution
Binary search is a popular search algorithm that works on the principle of divide and conquer. Here's the step-by-step logic behind it:
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Start with the middle element: Binary search starts by testing the middle element of a sorted array.
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Divide and conquer: If the target value is equal to the middle element of the array, then the search is over. If the target value is less than the middle element, continue the search on the left half of the array. If the target value is greater than the middle element, continue the search on the right half of the array.
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Repeat the process: Repeat this process, continually reducing the size of the search area by half, until you find the target value or the search area is reduced to zero.
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Return the result: If the search area is reduced to zero, then the target value is not in the array and the search is unsuccessful. If the target value is found, return the index of the element in the array.
The logic behind binary search is that by dividing the search area in half each time, you significantly reduce the amount of time it takes to find the target value, making this algorithm very efficient.
Similar Questions
How does the binary search work? a. Divides an array into two smaller subarrays and applies a linear search to each of them b. None of the above c. Compares each second element with a key recursively d. Recursively goes to the left or right subarrays and compares a key with the middle e. Compares each element with a key starting from 0`s element till the last element iteratively
In which case is binary search not applicable?
In a linear search, how does the search process proceed?Divides the array into halves and searches each half recursivelyCompares each element with the target value sequentiallyUses a hash table to find the target valueSorts the array and performs a binary search
What is the purpose of updating the left and right pointers in the Binary Search algorithm?
What is the main requirement for applying binary search?a.The array must have unique elements.b.The array must have duplicate elements.c.The array must be sorted in ascending order.d.The array must be sorted in descending order.
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