The distributed stigmergic algorithm for multi-parameter optimization

  • Authors:
  • Jurij Šilc;Peter Korošec

  • Affiliations:
  • Computer Systems Department, Jožef Stefan Institute, Ljubljana, Slovenia;Computer Systems Department, Jožef Stefan Institute, Ljubljana, Slovenia

  • Venue:
  • PPAM'05 Proceedings of the 6th international conference on Parallel Processing and Applied Mathematics
  • Year:
  • 2005

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Abstract

The paper presents a new distributed Multilevel Ant Stigmergy Algorithm (MASA) for minimizing the power losses in an electric motor by optimizing the independent geometrical parameters of the rotor and the stator. The efficiency of the algorithm, in sequential form, to solve that particular optimization problem has already been shown in literature. However, even if this method offers good quality of solution, it still needs considerable computational time. With distributed implementation of the MASA the computation time is drastically decreased (from one day to few hours) without any noticeable loss in solution quality.