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Binary search is a commonly used algorithm for solving various problems on LeetCode. It’s a powerful and efficient technique that exploits the properties of sorted data.
I. TIPS & STRATEGIES FOR SOLVING BINARY SEARCH PROBLEMS:
1. Understand the Problem:
- Clearly understand the problem statement and what needs to be achieved with binary search. Identify the constraints and requirements.
1.1. Indicator of Binary Search Problems:
i. Sorted Input:
- Look for problems where the input is sorted (either in ascending or descending order). Binary search is most applicable in sorted data.
ii. Searching for a Target:
- Problems that involve searching for a specific target value or finding an element in a sorted array often require binary search.
iii. Find the First or Last Occurrence:
- If the problem asks you to find the first or last occurrence of a target value in a sorted array, binary search is a common approach.