The distributed stigmergic algorithm for multi-parameter optimization

被引:0
|
作者
Silc, Jurij [1 ]
Korosec, Peter [1 ]
机构
[1] Jozef Stefan Inst, Comp Syst Dept, Ljubljana 1000, Slovenia
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
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.
引用
收藏
页码:92 / 99
页数:8
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