AI BASED GRAPH THEORY METHOD AND PROCESS

Graph theory is a fundamental branch of mathematics with applications across various domains including computer science, telecommunications, and social networks. In recent years, artificial intelligence (AI) has revolutionized traditional graph theory methodologies by introducing novel computational techniques and algorithms. the integration of AI in graph theory, focusing on key methodologies such as deep learning, reinforcement learning, and evolutionary algorithms. We analyse how AI enhances graph theory through automated theorem proving, optimization of graph algorithms, and predictive modeling of complex network behaviours.