I am having confusion related to Armijo's rule used for line search. Can you give me some links to good tutorials. I want to get the geometric interpretation behind it. I found this one http://tosca.cs.technion.ac.il/book/samples/optimization_5_3.pdf but it is not clear still
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This link might help, it's a similar question.
https://scicomp.stackexchange.com/questions/5478/confusion-about-armijo-rule
And here is a lecture. http://ocw.mit.edu/courses/sloan-school-of-management/15-093j-optimization-methods-fall-2009/lecture-notes/MIT15_093J_F09_lec19.pdf