Symmetric Rank 1 | Exact Line Search | Theory and Python Code | Optimization Techniques #7
In the seventh lecture, we talk about a well-known optimization technique which falls under the category of quasi Newton methods, and is called the symmetric rank 1 (SR1) algorithm. This lecture contains everything you need to know about the symmetric rank 1 optimization technique. I will show you how to use SR1 when combined with the exact line search method. The outline of this lecture is as follows:
⏲Outline⏲
00:00 Introduction
01:06 Symmetric Rank 1 Algorithm (SR1)
04:38 Exact Line Search
05:51 Python Implementation
20:02 Animation Module
35:34 Animating Iterations
40:22 Outro
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This lecture contains any optimization techniques.
#optimizationtechniques #optimization #algorithm
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