Optimal Sparse Decision Trees

This is my undergraduate thesis about high-performance discrete particle swarm optimization (PSO) algorithm and software development of application on JSSP problem.

ALT algorithms on a grid graph used for routing on the sea.

This Java project focuses on implementing a dynamic programming solution to find the shortest combination of numbers that sum up to a given target sum, using recursion and memoization for efficiency.

A short program written in Java calculates the maximum area that can be contained within a set of vertical lines, utilizing a two-pointer algorithm and handling a variety of test cases from simple to complex.

A Java implementation of an algorithm that determines if a target string can be constructed by concatenating elements from a given word bank, using recursion and memoization for optimization.

This project presents a C++ implementation for efficiently merging two sorted linked lists into a single sorted list. It focuses on utilizing existing nodes from the original lists and maintaining their order in the merged output.

application i made that checks the users symptoms for the covid 19 virus

Java-based application that helps users find and substitute ingredients efficiently.

Wine Quality Classification Using Deep Learning

A MATLAB-based implementation of fractal image compression enhanced with the Discrete Cosine Transform (DCT), focusing on optimizing compression ratio, PSNR, and memory usage.

Association analysis including support, confidence, and lift between consumer goods

**push_swap** is a C project that implements a sorting algorithm to sort a stack of integers with the minimum number of operations. The goal is to demonstrate efficient stack manipulation and algorithm optimization.

This repository provides an efficient JavaScript solution to the **Profit Targets** problem, a common coding challenge that involves finding distinct pairs in an array whose sums equal a given target. This solution leverages hash sets for constant-time lookups, ensuring scalability.

Python project implementing Nearest Neighbor and Skyline Query Search algorithms with R-tree data structures for efficient spatial indexing. Part of COMP6210 group project at Macquarie University.

This project implements a specialized graph-based text analysis tool that creates paths between words and phrases based on their lengths. The algorithm can find word patterns in texts while handling inflected forms of words (particularly important for agglutinative languages like Hungarian).

Gaining a deep understanding of the history and development of reinforcement learning through creating a sophisticated Connect4 agent using techniques built upon over the years discussed by the 'Art of the Problem' youtube channel.

A simulated cache system program. Test cache performance by dynamically specifying the cache structure to see how well optimized an algorithm is on different cache structures.

Assignments related to "Algorithm Analysis" course at IPT of NTUU KPI

Push Swap 42