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A novel approach to coordination of large-scale systems; Part I - Interaction prediction principle

Sadati, N ; Sharif University of Technology | 2005

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  1. Type of Document: Article
  2. DOI: 10.1109/ICIT.2005.1600716
  3. Publisher: 2005
  4. Abstract:
  5. Coordination strategies in large-scale systems are mainly based on two principles; Interaction Prediction Principle and Interaction Balance Principle. In this paper, which consists of two parts, the concept of coordination is introduced within the framework of two-level large-scale systems, and two new approaches for coordination based on Interaction Prediction Principle and Interaction Balance Principle have been presented. The new strategies have much faster convergence rate than the previously suggested classical methods. They extremely reduce the number of iterations required for obtaining the overall optimal solutions. The efficacy and advantage of the proposed approaches, in compare to the classical methods, are shown in two application examples. © 2005 IEEE
  6. Keywords:
  7. Convergence of numerical methods ; Iterative methods ; Optimal control systems ; Coordination strategies ; Interaction Balance Principle ; Interaction Prediction Principle ; Large scale systems
  8. Source: 2005 IEEE International Conference on Industrial Technology, ICIT 2005, Hong Kong, 14 December 2005 through 17 December 2005 ; Volume 2005 , 2005 , Pages 641-647 ; 0780394844 (ISBN); 9780780394841 (ISBN)
  9. URL: https://ieeexplore.ieee.org/document/1600716