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Generalized asynchronous iterations

  • Aydin Uresin
  • Michel Dubois
Namerical Algorithms (Session 3.2)
Part of the Lecture Notes in Computer Science book series (LNCS, volume 237)

Abstract

Asynchronous iterative methods for multiprocessors are generalized to relaxation techniques involving discrete variables. Asynchronous algorithms are more efficient than synchronized algorithms in multiprocessors because processes do not have to wait on each other at synchronization points. Sufficient conditions for the convergence of generalized asynchronous iterations are given and proved. Applications of the theory presented in this paper include asynchronous relaxation algorithms for scene labeling in image processing applications.

Keywords

Fuzzy Subset Image Processing Application Compatibility Relation Relaxation Algorithm Synchronization Point 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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6. References

  1. [BAU78]
    G.M. Baudet, "Asynchronous Iterative Methods," JACM, April 1978.Google Scholar
  2. [CHA69]
    D. Chazan, and W. Miranker, "Chaotic Relaxation," Linear Algebra and Applications, 1969, pp.199–222.Google Scholar
  3. [DUB82]
    M. Dubois and F.A. Briggs, "Performance of Synchronized Iterative Processes in Multiprocessor Systems," IEEE Transactions on Software, Vol. SE-8, No.4, July 1982, pp.419–432.Google Scholar
  4. [KUN76]
    H.T. Kung, "Synchronized and Asynchronous Parallel Algorithms for Multiprocessors," Algorithms and Complexity: New Directions and Recent Results, J.F. Traub Ed., New York: Academic Press, 1976.Google Scholar
  5. [ROB79]
    J.T. Robinson, "Some Analysis Techniques for Asynchronous Multiprocessor Algorithms," IEEE Transactions on Software Engineering, Vol. SE-5, Jan. 1979, pp24–30.Google Scholar
  6. [ROS76]
    A. Rosenfeld, et al. "Scene Labeling by Relaxation Operations," IEEE Transactions on Systems, Man and Cybernetics, June 1976.Google Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 1986

Authors and Affiliations

  • Aydin Uresin
    • 1
  • Michel Dubois
    • 1
  1. 1.Computer Research Institute Department of Electrical Engineering-SystemsUniversity of Southern CaliforniaLos AngelesUSA

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