Title :
Grid-Enabled Tabu Search for Electromagnetic Optimization Problems
Author :
Carcangiu, Sara ; Fanni, Alessandra ; Mereu, Anna ; Montisci, Augusto
Author_Institution :
Electr. & Electron. Eng. Dept., Univ. of Cagliari, Cagliari, Italy
Abstract :
The use of Grid Computing to solve electromagnetic optimization problems by means of the Tabu Search strategy is proposed in this paper. In order to significantly reduce the prohibitive computational cost of the numerical analyses required by the majority of iterative algorithms, two different grid-enabled Tabu Search strategies have been ported in the grid. Both strategies belong to the Domain Decomposition family: the decomposition of the search space and the decomposition of the neighborhood. The performances of the different parallel implementations have been evaluated on some electromagnetic benchmarks.
Keywords :
electrical engineering computing; electromagnetic fields; grid computing; optimisation; parallel processing; search problems; domain decomposition; electromagnetic optimization problems; grid computing; grid-enabled tabu search; iterative algorithms; Computational efficiency; Design optimization; Electromagnetic devices; Electromagnetic fields; Finite element methods; Grid computing; Iterative algorithms; Numerical analysis; Performance evaluation; Space exploration; Design of electromagnetic devices; finite element methods; grid computing; optimization methods;
Journal_Title :
Magnetics, IEEE Transactions on
DOI :
10.1109/TMAG.2010.2045487