Title :
A parallel divide-and-conquer scheme for Delaunay triangulation
Author :
Chen, Min-Bin ; Chuang, Tyng-Ruey ; Wu, Jan-Jan
Author_Institution :
Dept. of Manage. Inf. Syst., Chung Kuo Inst. of Technol., Taipei, Taiwan
Abstract :
This paper describes a parallel divide-and-conquer-algorithm for Delaunay triangulation. This algorithm finds the affected zone that cover the triangulations that may be modified during the merge of two sub-block triangulations. With the aid of the affected zone, communications between processors are reduced, the time complexity of divide-and-conquer remains O(n log n), and the affected zone can be found in O(n) time steps, where n is the number of points. The code was implemented with C, FORTRAN and MPI, so it was easy to port this program to other machines. Experimental results on IBM SP2 show that a parallel efficiency of 34%-96% for general distributions can be achieved on an 16-node distributed memory system.
Keywords :
computational complexity; divide and conquer methods; mesh generation; parallel algorithms; C; Delauney triangulation; FORTRAN; IBM SP2; MPI; communications; distributed memory system; parallel divide-and-conquer algorithm; parallel efficiency; sub-block triangulations; time complexity; Algorithm design and analysis; Computational fluid dynamics; Computer graphics; Concurrent computing; Finite element methods; Magnetic analysis; Management information systems; Mesh generation; Parallel algorithms; Solids;
Conference_Titel :
Parallel and Distributed Systems, 2002. Proceedings. Ninth International Conference on
Print_ISBN :
0-7695-1760-9
DOI :
10.1109/ICPADS.2002.1183458