Graph theory represents relationships between objects using vertices connected by edges. It is represented as G = (V, E) with vertices V and edges E. Graph theory has applications in computer science, electrical engineering, computer networks, and mathematics. It is used for algorithms that find shortest paths, circuit connections in electrical engineering, relationships between computers in networks, and solving problems like minimum cost paths and scheduling.