GitHub

Mohamed-N-Aboelnasr/Tsp-Solver-Using-Genetic-Algorithm-Population-Merging-Island-Model

This project implements the Population-Merging Island Model (PMIM) for solving the Traveling Salesman Problem (TSP), based on the paper: Javier Arellano-Verdejo Et al., "A New Efficient Entropy ...
IEEE

Multi-GPU island-based genetic algorithm for solving the knapsack problem

Abstract: This paper introduces a novel implementation of the genetic algorithm exploiting a multi-GPU cluster. The proposed implementation employs an island-based genetic algorithm where every GPU ...
IEEE

Parallel Hybrid Island Metaheuristic Algorithm

Abstract: This study introduces a novel Parallel Hybrid Island architecture which shows a parallel way to combine different meta-heuristic algorithms by using the island model as the base. The ...
GitHub

Mohamed-N-Aboelnasr/TSP-Solver-Using-Genetic-Algorithm-Traditional-Island-Model

This .NET application solves the Traveling Salesman Problem (TSP) using a multi-threaded, island model approach with TPL Dataflow for parallelism and LINQ for functional programming. The solution ...