Finding the k shortest paths in parallel

Finding the k shortest paths in parallel

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Article ID: iaor2002404
Country: United States
Volume: 28
Issue: 2
Start Page Number: 242
End Page Number: 254
Publication Date: Oct 2000
Journal: Algorithmica
Authors:
Abstract:

A concurrent-read exclusive-write PRAM algorithm is developed to find the k shortest paths between pairs of vertices in an edge-weighted directed graph. Repetitions of vertices along the paths are allowed. The algorithm computes an implicit representation of the k shortest paths to a given destination vertex from every vertex of a graph with n vertices and m edges, using O(m+nk log2k) work and O(log3k log*k + log n(log log k+log*n)) time, assuming that a shortest path tree rooted at the destination is pre-computed. The paths themselves can be extracted from the implicit representation in O(log k + log n) time, and O(nlog n+L) work, where L is the total length of the output.

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