Title :
Parallel algorithms for maximum matching in interval graphs
Author :
Andrews, Marilyn G. ; Atallah, Mikhail J. ; Chen, Danny Z. ; Lee, D.T.
Author_Institution :
AT&T Bell Labs., Naperville, IL, USA
Abstract :
Given a set of n intervals representing an interval graph, the problem of finding a maximum matching between pairs of disjoint (nonintersecting) intervals has been considered in the sequential model. We present parallel algorithms for computing maximum cardinality matchings among pairs of disjoint intervals in interval graphs an the EREW PRAM and hypercube models. For the general case of the problem, our algorithms compute a maximum matching in O(log3 n) time using O(n/log2 n) processors on the EREW PRAM and using O(n) processors on the hypercubes. For the case of proper interval graphs, our algorithm runs in O(log n) time using O(n) processors if the input intervals are not given already sorted and using O(n/log n) processors otherwise, on the EREW PRAM. On n-processor hypercubes, our algorithm for this case takes O(log n loglog n) time for unsorted input and O(log n) time for sorted input. Our parallel results also lead to optimal sequential algorithms for computing maximum matchings among disjoint intervals. We also present an improved parallel algorithm for maximum matching between overlapping intervals in proper interval graphs
Keywords :
computational complexity; graph theory; hypercube networks; parallel algorithms; EREW PRAM; EREW PRAM model; computation time; disjoint intervals; hypercube model; interval graphs; maximum cardinality matchings; maximum matching; optimal sequential algorithms; parallel algorithms; processors; sorted input; unsorted input; Computer science; Concurrent computing; Hypercubes; Integrated circuit modeling; Parallel algorithms; Phase change random access memory; Postal services; Traffic control; Very large scale integration;
Conference_Titel :
Parallel Processing Symposium, 1995. Proceedings., 9th International
Conference_Location :
Santa Barbara, CA
Print_ISBN :
0-8186-7074-6
DOI :
10.1109/IPPS.1995.395918