Junior — Middle
Explain the principle and sequence of actions when using the binary search algorithm.
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Answer from AI
The binary search algorithm is used to find an element in a sorted array. The working principle:
- The middle element of the array is determined.
- If the sought element equals the middle, the search is successful.
- If the sought element is less than the middle, the search continues in the left half of the array.
- If it is greater, in the right half.
- The process repeats recursively or iteratively until the element is found or there is no subarray left for searching.
Example in Python:
def binary_search(arr, target):
left, right = 0, len(arr) - 1
while left <= right:
mid = (left + right) // 2
if arr[mid] == target:
return mid
elif arr[mid] < target:
left = mid + 1
else:
right = mid - 1
return -1
# Usage
arr = [1, 3, 5, 7, 9]
print(binary_search(arr, 7)) # Will output index 3