Analytical modelling of a magnetization curve obtained by the measurements of magnetic materials’ properties using evolutionary algorithms
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- 作者：Marko Jesenik ; marko.jesenik@um.si ; Milo&scaron ; Beković ; Anton Hamler ; Mladen Trlep
- 关键词：Magnetization curve ; Genetic algorithm ; Differential evolution ; Teacher-learning based optimization ; Artificial bee colony
- 刊名：Applied Soft Computing
- 出版年：2017
- 出版时间：March 2017
- 年：2017
- 卷：52
- 期：Complete
- 页码：387-408
- 全文大小：4598 K
- 卷排序：52
文摘
Determination of the new analytic expression describing measured magnetization curves. We tested standard and evolutionary methods for the determination of parameters. Used methods are evaluated statistically using average values, cross-validation, CRS4EAs, and the Holm test. We made modification of the best evolutionary method and a new, better approach has been obtained. The presented solution can be used to prepare magnetic material data for any FEM software.