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Author Gabow, Harold N. ♦ Galil, Zvi ♦ Spencer, Thomas H.
Source ACM Digital Library
Content type Text
Publisher Association for Computing Machinery (ACM)
File Format PDF
Copyright Year ©1989
Language English
Subject Domain (in DDC) Computer science, information & general works ♦ Data processing & computer science
Abstract The $(\textit{component})$ merging problem is a new graph problem. Versions of this problem appear as bottlenecks in various graph algorithms. A new data structure solves this problem efficiently, and two special cases of the problem have even more efficient solutions based on other data structures. The performance of the data structures is sped up by introducing a new algorithmic tool called $\textit{packets}.The$ algorithms that use these solutions to the component merging problem also exploit new properties of two existing data structures. Specifically, Β-trees can be used simultaneously as a priority queue and a concatenable queue. Similarly, F-heaps support some kinds of split operations with no loss of efficiency.An immediate application of the solution to the simplest version of the merging problem is an $&Ogr;(\textit{t}(\textit{m},$ $\textit{n}))$ algorithm for finding minimum spanning trees in undirected graphs $\textit{without}$ using F-heaps, where $\textit{t}(\textit{m},$ $\textit{n})$ = $\textit{m}log2log2logd\textit{n},$ the graph has $\textit{n}$ vertices and $\textit{m}$ edges, and $\textit{d}$ = $max(\textit{m}/\textit{n},$ 2). Packets also improve the F-heap minimum spanning tree algorithm, giving the fastest algorithm currently known for this problem.The efficient solutions to the merging problem and the new observation about F-heaps lead to an $&Ogr;(\textit{n}(\textit{t}(\textit{m},$ $\textit{n})$ + $\textit{n}log\textit{n}))$ algorithm for finding a maximum weighted matching in general graphs. This settles an open problem posed by Tarjan [ 15, p. 123], where the weaker bound of $\textit{O}(\textit{nm}$ log $(\textit{n}2/\textit{m}))$ was conjectured.
ISSN 00045411
Age Range 18 to 22 years ♦ above 22 year
Educational Use Research
Education Level UG and PG
Learning Resource Type Article
Publisher Date 1989-07-01
Publisher Place New York
e-ISSN 1557735X
Journal Journal of the ACM (JACM)
Volume Number 36
Issue Number 3
Page Count 33
Starting Page 540
Ending Page 572

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Source: ACM Digital Library