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Learn about line search methods in optimization with this 17-minute lecture that covers both exact and inexact line search techniques. Explore important concepts including Wolfe conditions, strong Wolfe conditions, Armijo rule, curvature condition, and backtracking line search - fundamental tools for determining step sizes in optimization algorithms.
Syllabus
Introduction to Line Search
Taught by
NPTEL-NOC IITM