Object-oriented programming of distributed iterative equation solvers

  • Authors:
  • Robert Ian Mackie

  • Affiliations:
  • Civil Engineering, School of Engineering, Physics and Mathematics, University of Dundee, Dundee DD1 4HN, UK

  • Venue:
  • Computers and Structures
  • Year:
  • 2008

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Abstract

An object-oriented approach is used to develop classes and frameworks for the implementation of distributed iterative equation solution. The software is implemented using the .NET framework, and builds upon previous work by the author. Development of the framework for iterative solution makes good use of interfaces to isolate sources of complexity. The framework is used for three different solution scenarios (i) conjugate gradient iteration on a single matrix; (ii) conjugate gradient iteration when domain decomposition is used; and (iii) using the Schur complement approach. Moreover, the framework is used for both local and remote objects. The .NET framework makes it very straightforward to program distributed applications, and the object-oriented approach greatly facilitates the software development. The framework was used in a finite element program and the speed-up results are shown.