Total 40 Videos found in Category "Mechanical - Design and Optimization of Energy Systems"


Title
1 Mod-01 Lec-01 Introduction to Optimization
2 Mod-01 Lec-02 System Design and Analysis
3 Mod-01 Lec-03 Workable system
4 Mod-01 Lec-04 System simulation
5 Mod-01 Lec-05 Information flow diagrams
6 Mod-01 Lec-06 Successive substitution method
7 Mod-01 Lec-07 Successive substitution method contd...
8 Mod-01 Lec-08 Successive substitution method and Newton-Raphson method
9 Mod-01 Lec-09 Newton-Raphson method contd...
10 Mod-01 Lec-10 Convergence characteristics of Newton-Raphson method
11 Mod-01 Lec-11 Newton-Raphson method for multiple variables
12 Mod-01 Lec-12 Solution of system of linear equations
13 Mod-01 Lec-13 Introduction to Curve fitting
14 Mod-01 Lec-14 Example for Lagrange interpolation
15 Mod-01 Lec-15 Lagrange interpolation contd...
16 Mod-01 Lec-16 Best fit
17 Mod-01 Lec-17 Least Square Regression
18 Mod-01 Lec-18 Least Square Regression contd.....
19 Mod-01 Lec-19 Least Square Regression contd.....
20 Mod-01 Lec-20 Non-linear Regression (Gauss - Newton Algorithm)
21 Mod-01 Lec-21 Optimization- Basic ideas
22 Mod-01 Lec-22 Properties of objective function and cardinal ideas in optimization
23 Mod-01 Lec-23 Unconstrained optimization
24 Mod-01 Lec-24 Constrained optimization problems
25 Mod-01 Lec-25 Mathematical proof of the Lagrange multiplier method
26 Mod-01 Lec-26 Test for Maxima/ Minima
27 Mod-01 Lec-27 Handling in-equality constraints
28 Mod-01 Lec-28 Kuhn-Tucker conditions contd...
29 Mod-01 Lec-29 Uni-modal function and search methods
30 Mod-01 Lec-30 Dichotomous search
31 Mod-01 Lec-31 Fibonacci search method
32 Mod-01 Lec-32 Reduction ratio of Fibonacci search method
33 Mod-01 Lec-33 Introduction to multi-variable optimization
34 Mod-01 Lec-34 The Conjugate gradient method
35 Mod-01 Lec-35 The Conjugate gradient method contd...
36 Mod-01 Lec-36 Linear programming
37 Mod-01 Lec-37 Dynamic programming
38 Mod-01 Lec-38 Genetic Algorithms
39 Mod-01 Lec-39 Genetic Algorithms contd...
40 Mod-01 Lec-40 Simulated Annealing and Summary

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