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|Title:||Design optimizations of electromagnetic devices using sensitivity analysis and tabu algorithm|
Tabu search (TS) algorithm.
|Publisher:||Institute of Electrical and Electronics Engineers|
|Source:||IEEE transactions on magnetics, 2014, v. 50, no. 11, 6971439 How to cite?|
|Journal:||IEEE transactions on magnetics|
|Abstract:||This paper presents a novel implementation of the sensitivity analysis with an improved Tabu search algorithm for the optimal design methodology of electromagnetic devices using finite-element method (FEM). A direct sensitivity formulation is proposed to calculate the sensitivity versus design variables by postprocessing the FEM result only once, and hence, it is expected to be very well received by the industrial users. The sensitivity analysis is also used as an indication of step vector to enhance the search performance during the optimization process. Further improvements, including a transition criterion for different current states and the introduction of a Tabu list with binary space partitioning tree, have been introduced to help obtaining the global optimum rapidly, as these are particularly useful for time-consuming optimal design problems. Optimal design examples of electromagnetic devices are reported to positively demonstrate the feasibilities and advantages of the proposed algorithm in practical engineering.|
|Appears in Collections:||Journal/Magazine Article|
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