DocumentCode :
1963581
Title :
Fully Dynamic (2 + epsilon) Approximate All-Pairs Shortest Paths with Fast Query and Close to Linear Update Time
Author :
Bernstein, Aaron
Author_Institution :
Massachusetts Inst. of Technol., Cambridge, MA, USA
fYear :
2009
fDate :
25-27 Oct. 2009
Firstpage :
693
Lastpage :
702
Abstract :
For any fixed 1 > ¿ > 0 we present a fully dynamic algorithm for maintaining (2 + ¿)-approximate all-pairs shortest paths in undirected graphs with positive edge weights. We use a randomized (Las Vegas) update algorithm (but a deterministic query procedure), so the time given is the expected amortized update time. Our query time O(log log log n). The update time is O¿(mnO(1/¿(log n)) log (nR)), where R is the ratio between the heaviest and the lightest edge weight in the graph (so R = 1 in unweighted graphs). Unfortunately, the update time does have the drawback of a super-polynomial dependence on e. it grows as (3/¿)(¿(log n/log(3/¿))) = n(¿(log(3/¿)/log n)). Our algorithm has a significantly faster update time than any other algorithm with sub-polynomial query time. For exact distances, the state of the art algorithm has an update time of O¿(n2). For approximate distances, the best previous algorithm has a O(kmn1/k) update time and returns (2 k - 1) stretch paths. Thus, it needs an update time of O(m¿(n)) to get close to our approximation, and it has to return O(¿(log n)) approximate distances to match our update time.
Keywords :
approximation theory; graph theory; all-pairs shortest path approximation; deterministic query procedure; linear update time; positive edge weights; query time; randomize dupdate algorithm; super-polynomial dependence; undirected graphs; update time; Approximation algorithms; Computer science; Heuristic algorithms; approximation algorithms; dynamic algorithms; graph algorithms; shortest paths;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Foundations of Computer Science, 2009. FOCS '09. 50th Annual IEEE Symposium on
Conference_Location :
Atlanta, GA
ISSN :
0272-5428
Print_ISBN :
978-1-4244-5116-6
Type :
conf
DOI :
10.1109/FOCS.2009.16
Filename :
5438587
Link To Document :
بازگشت