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Topological Sorting

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Definition of Topological Sort

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A topological sort is a linear ordering of the vertices of a directed graph such that for every directed edge UV from vertex U to vertex V, U comes before V in the ordering. It's used in scheduling tasks, organizing dependencies, and resolving symbol dependencies in linkers.

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Applications of Topological Sorting

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Topological sorting is used in various applications like scheduling jobs, course prerequisite planning, resolving dependencies in build systems like Makefiles, and ordering tasks to avoid conflicts.

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Kahn's Algorithm

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Kahn's Algorithm is a famous algorithm for topological sorting. It involves initializing a queue with vertices that have no incoming edges and then repeatedly removing vertices from the queue and their outgoing edges until the queue is empty.

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Conditions for Topological Sorting

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Topological sorting can only be performed on a Directed Acyclic Graph (DAG). If a graph has a cycle, then a valid topological order does not exist.

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Depth-First Search (DFS) Approach

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DFS can be used to perform a topological sort by visiting vertices recursively and adding each vertex to the front of a list after visiting all descendants. It uses a 'post-order' traversal to achieve the sort.

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