A perfect speedup parallel algorithm for the assignment problem on complete weighted bipartite graphs:
Abstract: "Parallel algorithms for special cases of the assignment problem have been designed. These algorithms assume the edge weights are integers and within a range. In one case the algorithm is good if the maximum of the absolute values of the edge weights is polynomial in the number of ver...
Gespeichert in:
Hauptverfasser: | , |
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Format: | Buch |
Sprache: | English |
Veröffentlicht: |
Kingston, Ontario, Canada
1989
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Schriftenreihe: | Queen's University <Kingston, Ontario> / Department of Computing and Information Science: Technical report
258 |
Schlagworte: | |
Zusammenfassung: | Abstract: "Parallel algorithms for special cases of the assignment problem have been designed. These algorithms assume the edge weights are integers and within a range. In one case the algorithm is good if the maximum of the absolute values of the edge weights is polynomial in the number of verticies, n. In another case the time-processor product exceeds the running time for best sequential algorithm for the assignment problem 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]. |
Beschreibung: | 43 S. |
Internformat
MARC
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041 | 0 | |a eng | |
084 | |a DAT 516f |2 stub | ||
100 | 1 | |a Osiakwan, Constantine N. |e Verfasser |4 aut | |
245 | 1 | 0 | |a A perfect speedup parallel algorithm for the assignment problem on complete weighted bipartite graphs |c Constantine N. K. Osiakwan and Selim G. Akl |
264 | 1 | |a Kingston, Ontario, Canada |c 1989 | |
300 | |a 43 S. | ||
336 | |b txt |2 rdacontent | ||
337 | |b n |2 rdamedia | ||
338 | |b nc |2 rdacarrier | ||
490 | 1 | |a Queen's University <Kingston, Ontario> / Department of Computing and Information Science: Technical report |v 258 | |
520 | 3 | |a Abstract: "Parallel algorithms for special cases of the assignment problem have been designed. These algorithms assume the edge weights are integers and within a range. In one case the algorithm is good if the maximum of the absolute values of the edge weights is polynomial in the number of verticies, n. In another case the time-processor product exceeds the running time for best sequential algorithm for the assignment problem | |
520 | 3 | |a 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]. | |
650 | 4 | |a Algorithms | |
650 | 4 | |a Graph theory | |
650 | 4 | |a Parallel processing (Electronic computers) | |
700 | 1 | |a Akl, Selim G. |e Verfasser |4 aut | |
810 | 2 | |a Department of Computing and Information Science: Technical report |t Queen's University <Kingston, Ontario> |v 258 |w (DE-604)BV010020284 |9 258 | |
999 | |a oai:aleph.bib-bvb.de:BVB01-007113820 |
Datensatz im Suchindex
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---|---|
any_adam_object | |
author | Osiakwan, Constantine N. Akl, Selim G. |
author_facet | Osiakwan, Constantine N. Akl, Selim G. |
author_role | aut aut |
author_sort | Osiakwan, Constantine N. |
author_variant | c n o cn cno s g a sg sga |
building | Verbundindex |
bvnumber | BV010657407 |
classification_tum | DAT 516f |
ctrlnum | (OCoLC)20977603 (DE-599)BVBBV010657407 |
discipline | Informatik |
format | Book |
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id | DE-604.BV010657407 |
illustrated | Not Illustrated |
indexdate | 2024-07-09T17:56:46Z |
institution | BVB |
language | English |
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oclc_num | 20977603 |
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physical | 43 S. |
publishDate | 1989 |
publishDateSearch | 1989 |
publishDateSort | 1989 |
record_format | marc |
series2 | Queen's University <Kingston, Ontario> / Department of Computing and Information Science: Technical report |
spelling | Osiakwan, Constantine N. Verfasser aut A perfect speedup parallel algorithm for the assignment problem on complete weighted bipartite graphs Constantine N. K. Osiakwan and Selim G. Akl Kingston, Ontario, Canada 1989 43 S. txt rdacontent n rdamedia nc rdacarrier Queen's University <Kingston, Ontario> / Department of Computing and Information Science: Technical report 258 Abstract: "Parallel algorithms for special cases of the assignment problem have been designed. These algorithms assume the edge weights are integers and within a range. In one case the algorithm is good if the maximum of the absolute values of the edge weights is polynomial in the number of verticies, n. In another case the time-processor product exceeds the running time for best sequential algorithm for the assignment problem 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]. Algorithms Graph theory Parallel processing (Electronic computers) Akl, Selim G. Verfasser aut Department of Computing and Information Science: Technical report Queen's University <Kingston, Ontario> 258 (DE-604)BV010020284 258 |
spellingShingle | Osiakwan, Constantine N. Akl, Selim G. A perfect speedup parallel algorithm for the assignment problem on complete weighted bipartite graphs Algorithms Graph theory Parallel processing (Electronic computers) |
title | A perfect speedup parallel algorithm for the assignment problem on complete weighted bipartite graphs |
title_auth | A perfect speedup parallel algorithm for the assignment problem on complete weighted bipartite graphs |
title_exact_search | A perfect speedup parallel algorithm for the assignment problem on complete weighted bipartite graphs |
title_full | A perfect speedup parallel algorithm for the assignment problem on complete weighted bipartite graphs Constantine N. K. Osiakwan and Selim G. Akl |
title_fullStr | A perfect speedup parallel algorithm for the assignment problem on complete weighted bipartite graphs Constantine N. K. Osiakwan and Selim G. Akl |
title_full_unstemmed | A perfect speedup parallel algorithm for the assignment problem on complete weighted bipartite graphs Constantine N. K. Osiakwan and Selim G. Akl |
title_short | A perfect speedup parallel algorithm for the assignment problem on complete weighted bipartite graphs |
title_sort | a perfect speedup parallel algorithm for the assignment problem on complete weighted bipartite graphs |
topic | Algorithms Graph theory Parallel processing (Electronic computers) |
topic_facet | Algorithms Graph theory Parallel processing (Electronic computers) |
volume_link | (DE-604)BV010020284 |
work_keys_str_mv | AT osiakwanconstantinen aperfectspeedupparallelalgorithmfortheassignmentproblemoncompleteweightedbipartitegraphs AT aklselimg aperfectspeedupparallelalgorithmfortheassignmentproblemoncompleteweightedbipartitegraphs |