Find the Longest Consecutive Sequence in O(n) Time

To find the longest sequence of consecutive integers in an unsorted array with O(n) time complexity, use the following approach: Insert all elements into an unordered_set, which prvoides average O(1) lookup time and atuomatically removes duplicates. Iterate through each number in the set. Only start counting a sequence if the current number is ...

Posted on Tue, 30 Jun 2026 16:54:59 +0000 by manamino

Algorithmic Strategy for Maximizing Single-Transaction Stock Gains

Problem Definition You are provided with a sequence of integers representing daily stock valuation records. Your objective is to execute exactly one pruchase followed by one sale at a subsequent point in time to achieve the highest possible financial gain. Return the calculated net earnings. If the market conditions do not permit a positive yie ...

Posted on Mon, 22 Jun 2026 18:03:12 +0000 by warrior rabbit

Understanding Time and Space Complexity in Algorithms

Data Structures A data structure is a way of organizing and storing data in a computer so that it can be accessed and modified efficiently. It defines the relationship between elements within a collection. Algorithms An algorithm is a well-defined computational procedure that takes input values and produces output values. Essentially, it's a se ...

Posted on Tue, 09 Jun 2026 17:30:41 +0000 by billabong0202

Binary Search Algorithm Deep Dive

Binary Search Fundamentals Problem Statement Given a sorted array of n integers in ascending order and a target value, implement a function that searches for the target in the array. Return the index if the target exists, otherwise return -1. Constraints: All elements in the array are unique n ranges from [1, 10000] Each element falls within [ ...

Posted on Mon, 18 May 2026 07:53:59 +0000 by sgoku01