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An efficient algorithm for the parallel solution of high-dimensional differential equations

โœ Scribed by Stefan Klus; Tuhin Sahai; Cong Liu; Michael Dellnitz


Publisher
Elsevier Science
Year
2011
Tongue
English
Weight
436 KB
Volume
235
Category
Article
ISSN
0377-0427

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โœฆ Synopsis


The study of high-dimensional differential equations is challenging and difficult due to the analytical and computational intractability. Here, we improve the speed of waveform relaxation (WR), a method to simulate high-dimensional differential-algebraic equations. This new method termed adaptive waveform relaxation (AWR) is tested on a communication network example. Further, we propose different heuristics for computing graph partitions tailored to adaptive waveform relaxation. We find that AWR coupled with appropriate graph partitioning methods provides a speedup by a factor between 3 and 16.


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