Line search methods: Difference between revisions
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Authors: Lihe Cao, Zhengyi Sui, Jiaqi Zhang, Yuqing Yan, and Yuhui Gu (6800 Fall 2021). | Authors: Lihe Cao, Zhengyi Sui, Jiaqi Zhang, Yuqing Yan, and Yuhui Gu (6800 Fall 2021). | ||
==Introduction== | |||
==Generic Line Search Method== | |||
===Basic Algorithm=== | |||
===Search Direction for Line Search=== | |||
===Step Length=== | |||
===Convergence=== | |||
==Exact Search== | |||
===Steepest Descent Method=== | |||
==Inexact Search== | |||
===Backtracking=== | |||
===Zoutendijk’s Theorem=== | |||
==Numeric Example== | |||
==Reference== | |||
Revision as of 10:45, 28 November 2021
Authors: Lihe Cao, Zhengyi Sui, Jiaqi Zhang, Yuqing Yan, and Yuhui Gu (6800 Fall 2021).