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Video Lecture Description Sub-Category Time Click to view video


Back to Maths Video Lecture Course Page
Mod-01 Lec-01 Introduction Engineering Maths 54 min Click to view videos
Mod-02 Lec-02 Mathematical Background Engineering Maths 56 min Click to view videos
Mod-02 Lec-03 Mathematical Background (contd) Engineering Maths 59 min Click to view videos
Mod-03 Lec-04 One Dimensional Optimization - Optimality Conditions Engineering Maths 56 min Click to view videos
Mod-03 Lec-05 One Dimensional Optimization (contd) Engineering Maths 68 min Click to view videos
Mod-04 Lec-06 Convex Sets Engineering Maths 44 min Click to view videos
Mod-04 Lec-07 Convex Sets (contd) Engineering Maths 56 min Click to view videos
Mod-05 Lec-08 Convex Functions Engineering Maths 56 min Click to view videos
Mod-05 Lec-09 Convex Functions (contd) Engineering Maths 77 min Click to view videos
Mod-06 Lec-10 Multi Dimensional Optimization - Optimality Conditions, Conceptual Algorithm Engineering Maths 37 min Click to view videos
Mod-06 Lec-11 Line Search Techniques Engineering Maths 57 min Click to view videos
Mod-06 Lec-12 Global Convergence Theorem Engineering Maths 58 min Click to view videos
Mod-06 Lec-13 Steepest Descent Method Engineering Maths 57 min Click to view videos
Mod-06 Lec-14 Classical Newton Method Engineering Maths 58 min Click to view videos
Mod-06 Lec-15 Trust Region and Quasi-Newton Methods Engineering Maths 57 min Click to view videos
Mod-06 Lec-16 Quasi-Newton Methods - Rank One Correction, DFP Method Engineering Maths 58 min Click to view videos
Mod-06 Lec-17 Quasi-Newton Methods - Rank One Correction, DFP Method Engineering Maths 55 min Click to view videos
Mod-06 Lec-18 Conjugate Directions Engineering Maths 56 min Click to view videos
Mod-06 Lec-19 Quasi-Newton Methods - Rank One Correction, DFP Method Engineering Maths 56 min Click to view videos
Mod-07 Lec-20 Constrained Optimization - Local and Global Solutions, Conceptual Algorithm Engineering Maths 57 min Click to view videos
Mod-07 Lec-21 Feasible and Descent Directions Engineering Maths 57 min Click to view videos
Mod-07 Lec-22 First Order KKT Conditions Engineering Maths 58 min Click to view videos
Mod-07 Lec-23 Constraint Qualifications Engineering Maths 57 min Click to view videos
Mod-07 Lec-24 Convex Programming Problem Engineering Maths 55 min Click to view videos
Mod-07 Lec-25 Second Order KKT Conditions Engineering Maths 55 min Click to view videos
Mod-07 Lec-26 Second Order KKT Conditions (contd) Engineering Maths 51 min Click to view videos
Mod-08 Lec-27 Weak and Strong Duality Engineering Maths 55 min Click to view videos
Mod-08 Lec-28 Geometric Interpretation Engineering Maths 56 min Click to view videos
Mod-08 Lec-29 Lagrangian Saddle Point and Wolfe Dual Engineering Maths 83 min Click to view videos
Mod-09 Lec-30 Linear Programming Problem Engineering Maths 31 min Click to view videos
Mod-09 Lec-31 Geometric Solution Engineering Maths 57 min Click to view videos
Mod-09 Lec-32 Basic Feasible Solution Engineering Maths 57 min Click to view videos
Mod-09 Lec-33 Optimality Conditions and Simplex Tableau Engineering Maths 58 min Click to view videos
Mod-09 Lec-34 Simplex Algorithm and Two-Phase Method Engineering Maths 58 min Click to view videos
Mod-09 Lec-35 Duality in Linear Programming Engineering Maths 58 min Click to view videos
Mod-09 Lec-36 Interior Point Methods - Affine Scaling Method Engineering Maths 58 min Click to view videos
Mod-09 Lec-37 Karmarkars Method Engineering Maths 85 min Click to view videos
Mod-10 Lec-38 Lagrange Methods, Active Set Method Engineering Maths 29 min Click to view videos
Mod-10 Lec-39 Active Set Method (contd) Engineering Maths 58 min Click to view videos
Mod-10 Lec-40 Barrier and Penalty Methods, Augmented Lagrangian Method and Cutting Plane M Engineering Maths 33 min Click to view videos
Mod-10 Lec-41 Summary Engineering Maths 21 min Click to view videos

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