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Video Lecture Description Sub-Category Time Click to view video


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Lec-01 Introduction to Optimization Mechanical Engineering 50 min Click to view videos
Lec-02 System Design and Analysis Mechanical Engineering 39 min Click to view videos
Lec-03 Workable system Mechanical Engineering 41 min Click to view videos
Lec-04 System simulation Mechanical Engineering 52 min Click to view videos
Lec-05 Information flow diagrams Mechanical Engineering 37 min Click to view videos
Lec-06 Successive substitution method Mechanical Engineering 50 min Click to view videos
Lec-07 Successive substitution method contd... Mechanical Engineering 46 min Click to view videos
Lec-08 Successive substitution method and Newton-Raphson method Mechanical Engineering 41 min Click to view videos
Lec-09 Newton-Raphson method contd... Mechanical Engineering 40 min Click to view videos
Lec-10 Convergence characteristics of Newton-Raphson method Mechanical Engineering 44 min Click to view videos
Lec-11 Newton-Raphson method for multiple variables Mechanical Engineering 47 min Click to view videos
Lec-12 Solution of system of linear equations Mechanical Engineering 48 min Click to view videos
Lec-13 Introduction to Curve fitting Mechanical Engineering 46 min Click to view videos
Lec-14 Example for Lagrange interpolation Mechanical Engineering 45 min Click to view videos
Lec-15 Lagrange interpolation contd... Mechanical Engineering 46 min Click to view videos
Lec-16 Best fit Mechanical Engineering 49 min Click to view videos
Lec-17 Least Square Regression Mechanical Engineering 48 min Click to view videos
Lec-18 Least Square Regression contd..... Mechanical Engineering 48 min Click to view videos
Lec-19 Least Square Regression contd..... Mechanical Engineering 45 min Click to view videos
Lec-20 Non-linear Regression (Gauss - Newton Algorithm) Mechanical Engineering 55 min Click to view videos
Lec-21 Optimization- Basic ideas Mechanical Engineering 49 min Click to view videos
Lec-22 Properties of objective function and cardinal ideas in optimization Mechanical Engineering 45 min Click to view videos
Lec-23 Unconstrained optimization Mechanical Engineering 30 min Click to view videos
Lec-24 Constrained optimization problems Mechanical Engineering 45 min Click to view videos
Lec-25 Mathematical proof of the Lagrange multiplier method Mechanical Engineering 46 min Click to view videos
Lec-26 Test for Maxima/ Minima Mechanical Engineering 49 min Click to view videos
Lec-27 Handling in-equality constraints Mechanical Engineering 40 min Click to view videos
Lec-28 Kuhn-Tucker conditions contd... Mechanical Engineering 51 min Click to view videos
Lec-29 Uni-modal function and search methods Mechanical Engineering 51 min Click to view videos
Lec-30 Dichotomous search Mechanical Engineering 49 min Click to view videos
Lec-31 Fibonacci search method Mechanical Engineering 54 min Click to view videos
Lec-32 Reduction ratio of Fibonacci search method Mechanical Engineering 50 min Click to view videos
Lec-33 Introduction to multi-variable optimization Mechanical Engineering 51 min Click to view videos
Lec-34 The Conjugate gradient method Mechanical Engineering 42 min Click to view videos
Lec-35 The Conjugate gradient method contd... Mechanical Engineering 43 min Click to view videos
Lec-36 Linear programming Mechanical Engineering 53 min Click to view videos
Lec-37 Dynamic programming Mechanical Engineering 52 min Click to view videos
Lec-38 Genetic Algorithms Mechanical Engineering 55 min Click to view videos
Lec-39 Genetic Algorithms contd... Mechanical Engineering 58 min Click to view videos
Lec-40 Simulated Annealing and Summary Mechanical Engineering 80 min Click to view videos

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