Web Reference: Mar 28, 2026 · Depth First Search (DFS) starts from a given source vertex and explores one path as deeply as possible. When it reaches a vertex with no unvisited neighbors, it backtracks to the previous vertex to explore other unvisited paths. Depth-first search (DFS) is an algorithm for traversing or searching tree or graph data structures. The algorithm starts at the root node (selecting some arbitrary node as the root node in the case of a graph) and explores as far as possible along each branch before backtracking. Depth First Search is a recursive algorithm for searching all the vertices of a graph or tree data structure. In this tutorial, you will learn about the depth-first search with examples in Java, C, Python, and C++.
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