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Learn about the backtracking line search method for optimization in this 15-minute lecture from NPTEL-NOC IITM. Explore the concepts of line search techniques, including inexact line search methods, Wolfe conditions, strong Wolfe conditions, Armijo rule, and curvature condition. Understand how backtracking line search algorithms work to find appropriate step sizes in optimization problems.
Syllabus
Backtracking Line Search
Taught by
NPTEL-NOC IITM