Back To The Course Mod-01 Lec-01 Introduction Free Video Tutorials and Notes Lectures Mod-02 Lec-02 Mathematical Background Free Video Tutorials and Notes Lectures Mod-02 Lec-03 Mathematical Background (contd) Free Video Tutorials and Notes Lectures Mod-03 Lec-04 One Dimensional Optimization - Optimality Conditions Free Video Tutorials and Notes Lectures Mod-03 Lec-05 One Dimensional Optimization (contd) Free Video Tutorials and Notes Lectures Mod-04 Lec-06 Convex Sets Free Video Tutorials and Notes Lectures Mod-04 Lec-07 Convex Sets (contd) Free Video Tutorials and Notes Lectures Mod-05 Lec-08 Convex Functions Free Video Tutorials and Notes Lectures Mod-05 Lec-09 Convex Functions (contd) Free Video Tutorials and Notes Lectures Mod-06 Lec-11 Line Search Techniques Free Video Tutorials and Notes Lectures Mod-06 Lec-10 Multi Dimensional Optimization - Optimality Conditions, Conceptual Algorithm Free Video Tutorials and Notes Lectures Mod-06 Lec-12 Global Convergence Theorem Free Video Tutorials and Notes Lectures Mod-06 Lec-13 Steepest Descent Method Free Video Tutorials and Notes Lectures Mod-06 Lec-14 Classical Newton Method Free Video Tutorials and Notes Lectures Mod-06 Lec-15 Trust Region and Quasi-Newton Methods Free Video Tutorials and Notes Lectures Mod-06 Lec-16 Quasi-Newton Methods - Rank One Correction, DFP Method Free Video Tutorials and Notes Lectures Mod-06 Lec-17 Quasi-Newton Methods - Rank One Correction, DFP Method Free Video Tutorials and Notes Lectures Mod-06 Lec-18 Conjugate Directions Free Video Tutorials and Notes Lectures Mod-07 Lec-21 Feasible and Descent Directions Free Video Tutorials and Notes Lectures Mod-07 Lec-22 First Order KKT Conditions Free Video Tutorials and Notes Lectures Mod-06 Lec-19 Quasi-Newton Methods - Rank One Correction, DFP Method Free Video Tutorials and Notes Lectures Mod-07 Lec-20 Constrained Optimization - Local and Global Solutions, Conceptual Algorithm Free Video Tutorials and Notes Lectures Mod-07 Lec-23 Constraint Qualifications Free Video Tutorials and Notes Lectures Mod-07 Lec-24 Convex Programming Problem Free Video Tutorials and Notes Lectures Mod-07 Lec-25 Second Order KKT Conditions Free Video Tutorials and Notes Lectures Computer - Numerical Optimization Free Video Tutorials and Notes LecturesMod-06 Lec-11 Line Search Techniques Free Video Tutorials and Notes LecturesNumerical Optimization by Dr. Shirish K. Shevade, Department of Computer Science and Engineering, IISc Bangalore. For more details on NPTEL visit http://nptel.iitm.ac.in