Lec-01 Introduction to Optimization Mechanical Engineering 50 min Click to view videos

Video Lecture Description Sub-Category Time Click to view video Back to Engineering Video Lecture Course Page 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