Exploring Greedy Algorithms: Theory and Implementation
Fundamentals of Greedy Algorithms
The core principle of a greedy algorithm is to make the locally optimal choice at each stage with the hope that these local choices will lead to a globally optimal solution. For instance, when counting currency, taking the largest denomination possible at each step ensures the minimum number of notes.
Unlike d ...
Posted on Fri, 18 Sep 2026 16:40:41 +0000 by fallen_angel21
Grouping Anagrams Using Sorted Strings as HashMap Keys
---------------🎈🎈 LeetCode Problem 49: Group Anagrams 🎈🎈-------------------
In Java, arrays cannot be used directly as keys in a HashMap because their hashCode() method does not reflect the actual content. It is therefore recommended to use immutable objects such as strings as keys.
Approach 1: Use a Sorted String as the Key
⭐️ Since two ...
Posted on Fri, 18 Sep 2026 16:20:45 +0000 by ckwall
LeetCode - Partition Equal Subset Sum
Given a non-empty array nums containing only positive integers, determine whether the array can be partitioned into two subsets such that the sum of elements in both subsets is equal.
Example 1:
<strong>Input:</strong> nums = [1,5,11,5]
<strong>Output:</strong> true
<strong>Explanation:</strong> The array can ...
Posted on Fri, 18 Sep 2026 16:15:47 +0000 by verycleanteeth
Essential Greedy Algorithm Concepts and Classic Problem Solutions
Core Idea of Greedy Algorithms
The essence of a greedy strategy is to build a globally optimal solution by repeatedly making locally optimal choices. The typical workflow involves:
Breaking the problem into smaller subproblems.
Determining a suitable greedy criterion.
Obtaining the best posssible choice for each subproblem.
Aggregating these l ...
Posted on Thu, 17 Sep 2026 16:15:36 +0000 by lancet2003
Dynamic Programming: String Deletion and Edit Distance Problems
Delete Operation for Two Strings
Problem Statement Given two strings word1 and word2, determine the minimum number of steps required to make both strings identical, where each step allows you to delete exactly one character from either string.
Solution Approach This problem can be efficiently solved using dynamic programming. The key insight ...
Posted on Wed, 16 Sep 2026 16:15:54 +0000 by storyteller
Maximum Values in Sliding Windows via Monotonic Deques
Given an integer array nums and an integer k, a sliding window of size k traverses the array from left to right. Only the k numbers within the window are visible at any step, and the window shifts right by one position after each move. The task is to return the maximum element inside the window for every valid posiiton.
Example 1
Input: nums = ...
Posted on Mon, 14 Sep 2026 16:45:15 +0000 by itarun
Essential Data Structures and Algorithmic Patterns for Technical Interviews
Hash Table Fundamentals
The std::unordered_map and std::unordered_set are critical for O(1) average time complexity lookups. When using unordered_map<int, int>, map.find(key) returns an iterator to the entry if present, or map.end() if not. Similarly, unordered_set provides find() and count() methods to verify existence.
Array Deduplicati ...
Posted on Sun, 13 Sep 2026 16:56:13 +0000 by fatfrank
Identifying the Tournament Champion
Problem Description
In a tournament with n teams, numbered from 0 to n-1, a n x n boolean matrix grid is providde. The value grid\[i\]\[j\] indicates the outcome of a match between team i and team j. If grid\[i\]\[j\] == 1, team i is considered stronger than team j. The task is to identify the champion team, which is defined as the team that no ...
Posted on Wed, 09 Sep 2026 16:52:22 +0000 by appels
Calculating Network Delay Time with Dijkstra and Floyd-Warshall Algorithms
Dijkstra's Algorithm ApproachDijkstra's algorithm is suitable for finding the shortest paths from a single source node to all other nodes in a weighted graph with non-negative weights. For the network delay problem, we aim to determine the maximum shortest-path distance from the source node k to every other node. If any node remains unreachable ...
Posted on Mon, 07 Sep 2026 16:54:29 +0000 by mindfield
Display Table and Minimum Frogs Algorithm Problems
Display Table
Given an array of orders where each element contains a customer name, table number, and food item, return a display table showing how many of each dish was ordered at each table.
The table should have "Table" as the first column header, followed by alphabetical sorted food item names. Each row represents a table with its ...
Posted on Sun, 06 Sep 2026 16:36:50 +0000 by joebarker99