Numerical Optimization Video Lectures

Numerical Optimization
'Numerical Optimization' Video Lectures by Dr. Shirish K. Shevade from IISc Bangalore
"Numerical Optimization" - Video Lectures
Line Search Techniques
Global Convergence Theorem
Steepest Descent Method
Classical Newton Method
Trust Region and Quasi-Newton Methods
Quasi-Newton Methods - Rank One Correction, DFP Method
i) Quasi-Newton Methods - Broyden Family ii) Coordinate Descent Method
Conjugate Directions
Conjugate Gradient Method
Constrained Optimization - Local and Global Solutions, Conceptual Algorithm
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