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Study on Optimal Design Based on Direct Coupling Between a FEM Simulation Model and L-BFGS-B Algorithm

机译:基于有限元仿真模型与L-BFGS-B算法直接耦合的优化设计研究

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摘要

This paper investigates the capability of a Quasi-Newton optimization algorithm, the L-BFGS-B one, to reduce the drawbacks of the direct coupling with FEM models. After a short description of the L-BFGS-B algorithm, the authors have tested it to the TEAM Workshop Problem 25. L-BFGS-B algorithm issues linked to FEM estimation of the objective function have been analyzed. Finally the authors present the results of an electromagnetic device optimal design, using a large number of parameters (47).
机译:本文研究了一种拟牛顿优化算法L-BFGS-B的功能,以减少与FEM模型直接耦合的弊端。在简短描述L-BFGS-B算法之后,作者已将其测试到TEAM Workshop问题25。已分析了与目标函数的FEM估计相关的L-BFGS-B算法问题。最后,作者提出了使用大量参数的电磁设备优化设计的结果(47)。

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