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What are the most important graph theory algorithms? Show drafts Graph theory is a fundamental branch of mathematics with numerous applications in computer science and other fields. Here are some of the most important graph theory algorithms, categorized based on their functionalities: Traversal Algorithms: Depth-First Search (DFS): Systematically explores a graph by going as deep as possible on one branch before backtracking and exploring other branches. Used for finding connected components, topological sorting in Directed Acyclic Graphs (DAGs), and cycle detection. Breadth-First Search (BFS): Explores a graph layer-by-layer, visiting all neighbors of a node before moving to the next level. Used for finding shortest paths in unweighted graphs, finding connected components, and minimum spanning trees. Shortest Path Algorithms: Dijkstra's Algorithm: Finds the shortest path between a single source node and all other nodes in a weighted graph, considering positive edge weights. Bell...