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A Perfect Speedup Parallel Algorithm for the Assignment Problem on Complete Weighted Bipartite Graphs
Constantine N. K. Osiakwan
Selim G. Akl
出版
Queen's University of Kingston. Department of Computing and Information Science
, 1989
URL
http://books.google.com.hk/books?id=nNGtMQEACAAJ&hl=&source=gbs_api
註釋
In this paper, we present an adaptive parallel algorithm for the assignment problem of a complete weighted bipartite graph, where the edge weights can be real valued. The algorithm is designed using the exclusive-read exclusive-write parallel random-access machine (EREW PRAM) model of parallel computation. For a complete weighted bipartite graph of n verticies, the algorithm runs in O(n[superscript 3]/p + n[superscript 2]p) time using p processors. We obtain a perfect speedup, with respect to the O(n[superscript 3]) Hungarian method, for p [lesser than or equal to the square root of n]."