Moy’awiah Al-Shannaq, Ameera Jaradat, Solving Travelling Salesman Problem with a Hybrid Genetic Algorithm and Firefly Algorithm, Journal of Engineering and Applied Sciences, Volume 14,Issue 22, 2019, Pages 8379-8385, ISSN 1816-949x, jeasci.2019.8379.8385, (https://makhillpublications.co/view-article.php?doi=jeasci.2019.8379.8385) Abstract: The Problem of Travelling Salesman (TSP) is considered one of the most significant optimization problems. The problem is classified as NP-hard. A new, hybrid Firefly Algorithm (FA) and Genetic Algorithm (GA) strategy are brought together. The approach is implemented and tested on the TSP. Experiment results show that the hybrid approach produces a better route when compared to (FA and GA) for the same number of iterations. Keywords: hybridapproach;Firefly Algorithm (FA);Genetic Algorithm (GA);Travelling Salesman Problem (TSP);metaheuristics;swarm intelligence