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Graph algorithms are a set of computational procedures designed to solve problems related to graphs, which are mathematical structures consisting of nodes (vertices) connected by edges. These algorithms typically involve tasks such as traversing a graph to find a path, determining the shortest path between nodes, identifying cycles within a graph, or calculating flows and distances. Graph algorithms are essential in various fields, including computer science, mathematics, and network analysis, for optimizing transportation routes, social network analysis, and data visualization.