Neural Network Hyper-parameter Tuning with Genetic Algorithms 🤖 🧬

This advanced and complex project implements an AI-powered optimization system for 5G Open RAN networks. Using machine learning and deep learning, the system optimizes network performance by detecting anomalies, predicting network traffic, and dynamically allocating resources.

A simple guide to optimize your ping in CS2 through Windows Registry tweaks and in-game settings adjustments by @OhLasFar on Twitter.

🔍To choose the best CloudFront IPs for achieving fast and low-latency connections

A tool box for deploy time structure optimization for some modern CNN structures

Supply chain network optimization for oilseed processing (bio-diesel application)

Network Optimisation solver

Constrained optimization problems, including linear,network, dynamic,integer, and nonlinear programming, decision trees, queueing theory and Markov decision processes.

GPU implementation of Floyd-Warshall and R-Kleene algorithms to solve the All-Pairs-Shortest-Paths(APSP) problem on Graphs. Code includes random graph generators and benchmarking/plotting scripts.

Network optimization problem solved using Gurobi Python

Solving linear programming using python optimizer interface. This repo allows you to add multiple decision vars and constraints etc. in a very easy way.

Master's Thesis: Dynamic Quality Estimation of Wireless Links with Autonomous Agents

Implementation of 2 apps, using Mininet as a Virtual Network Simulator and OpenDaylight Software-Defined-Networking Controller.

In this project, I built several optimization models to determine production level, manage shipment, and maximize thesis points. I also built queueing models to analyze queueing systems in a hospital and made recommendations to meet the criteria, and simulation models to analyze system performance under uncertainty.

Network-flows: a c++ command line tool for network optimization problems

4 sample solutions on Network optimization problems.

Maximize the flow of data through a network with this efficient Maximum Flow Algorithm implemented in Kotlin. Use it to optimize data transmission and improve network performance.

Laboratory sessions for the class "Optimization & Analytics". Grade 9.7/10 (Honours)

Find maximum possible flow in your graphs, optimize networks.

This repository contains solution to the "DDAP/DAP solved with evolutionary algorithm" project of the course "OAST - Optimization and Analysis of ICT networks" realized during the winter semester of 2022 on the Warsaw University of Technology.