AutoGraphForge: Towards Automated Graph Theory Discovery

AutoGraphForge is an artificial intelligence-based automated graph theory discovery method designed to explore the theoretical properties of graph structures through algorithms. This method uses machine learning models to analyze the topological characteristics of graphs, proposes new graph theory propositions, and verifies their validity. The research focuses on the relationship between structure and properties in graph theory, emphasizing scalability and automation of theoretical discovery.