Introduction to the Graph Algorithms We use various types of Data Structures according to the need we have. We are going to discuss Graphs and the way of optimizing the graphs as required for our problem definitions. What is a Graph? Graphs are widely used nowadays. They are used in economics, aviation, physics, biology (for DNA analysis), mathematics, and other fields. A graph is a non-linear Data Structure with nodes(vertices) and edges in Computer Science that is used to implement the undirected graph as well as directed graph theories from the domain of graph theory within Mathematics. There are two types of Graphs that are needed to this level. Directed graph undirected graph Graph Algorithms One of the crucial operations that can be performed on graphs is traversing or searching. There are several algorithms that work on the Graphs. Such as 1 — Dijkstra’s shortest path algorithm 2 — Greedy algorithm 3 —Astar algorithm 4 — Depth-First Search algorithm 5 — Breadth-First Search ...