黑森矩阵
光学(聚焦)
牛顿法
计算机科学
编码(集合论)
电磁线圈
恒星仪
非线性系统
应用数学
模块化设计
反向
简单(哲学)
迭代法
可列斯基分解
算法
数学优化
数学
物理
特征向量
几何学
磁场
哲学
光学
集合(抽象数据类型)
程序设计语言
操作系统
认识论
量子力学
作者
Caoxiang Zhu,S. R. Hudson,Yuntao Song,Yuanxi Wan
标识
DOI:10.1088/1361-6587/aab8c2
摘要
Abstract To find the optimal coils for stellarators, nonlinear optimization algorithms are applied in existing coil design codes. However, none of these codes have used the information from the second-order derivatives. In this paper, we present a modified Newton method in the recently developed code FOCUS. The Hessian matrix is calculated with analytically derived equations. Its inverse is approximated by a modified Cholesky factorization and applied in the iterative scheme of a classical Newton method. Using this method, FOCUS is able to recover the W7-X modular coils starting from a simple initial guess. Results demonstrate significant advantages.
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