1 Mod-01 Lec-01 Introduction to Optimization
2 Mod-01 Lec-02 Introduction to Optimization (Contd.)
3 Mod-01 Lec-03 Optimality Conditions for function of several variables
4 Mod-01 Lec-04 Optimality Conditions for function of several variables (Contd.)
5 Mod-01 Lec-05 Unconstrained optimization problem (Numerical Techniques)
6 Mod-01 Lec-06 Solution of unconstarined optimization problem using conjugate gradient method
7 Mod-01 Lec-07 Solution of unconstarined optimization problem using conjugate gradient method
8 Mod-01 Lec-08 Solution of contraint optimization problems - karush - kuhn Tucker (KKT) conditions
9 Mod-01 Lec-09 Solution of contraint optimization problems - karush - kuhn Tucker (KKT)
10 Mod-01 Lec-10 Problem Solution Session
11 Mod-01 Lec-11 Post optimality analysis, convex function and its properties
12 Mod-01 Lec-12 Post optimality analysis, convex function and its properties (Contd.)
13 Mod-01 Lec-13 Quadratic optimization problem using Linear Programming
14 Mod-01 Lec-14 Matrix form of the Simplex Method
15 Mod-01 Lec-15 Matrix form of the Simplex Method (Contd.)
16 Mod-01 Lec-16 Solution of Linear Programming using Simplex Method - Algebraic Approach
17 Mod-01 Lec-17 Solution of Linear Programming using Simplex Method - Algebraic Approach (Contd.)
18 Mod-01 Lec-18 Solution of LP problems with Two - Phase Method
19 Mod-01 Lec-19 Solution of LP problems with Two - Phase Method (Contd.)
20 Mod-01 Lec-20 Standard Primal and Dual problems
21 Mod-01 Lec-21 Relationship between Primal and Dual Variables
22 Mod-01 Lec-22 Solution of Quadratic Programming problem using Simplex Method
23 Mod-01 Lec-23 Interior point method for solving optimization problems
24 Mod-01 Lec-24 Interior point method for solving optimization problems (Contd.)
25 Mod-01 Lec-25 Solution Non linear Programming Problem using Exterior Penalty Function Method
26 Mod-01 Lec-26 Solution Non linear Programming Problem using Exterior Penalty
27 Mod-01 Lec-27 Solution of Non - linear Programming Problems using interior penalty function method
28 Mod-01 Lec-28 Solution of Non - linear Programming Problems using interior penalty
29 Mod-01 Lec-29 Multi - variable optimization problem
30 Mod-01 Lec-30 Dynamic Optimization Problem : Basic Concepts & Necessary and Sufficient Conditions
31 Mod-01 Lec-31 Dynamic Optimization Problem : Basic Concepts & Necessary and Sufficient
32 Mod-01 Lec-32 Dynamic Optimization Problem : Basic Concepts & Necessary
33 Mod-01 Lec-33 Numerical Example and Solution of Optimal Control problem
34 Mod-01 Lec-34 Numerical Example and Solution of Optimal Control problem
35 Mod-01 Lec-35 Hamiltonian Formulation for Solution of optimal control problem and numerical example
36 Mod-01 Lec-36 Hamiltonian Formulation for Solution of optimal control problem
37 Mod-01 Lec-37 Performance Indices and Linear Quadratic Regulator Problem
38 Mod-01 Lec-38 Performance Indices and Linear Quadratic Regulator Problem (Contd.)
39 Mod-01 Lec-39 Solution and stability analysis of finite - time LQR problem : Numerical Example
40 Mod-01 Lec-40 Solution of Infinite - time LQR problem and stability analysis
41 Mod-01 Lec-41 Numerical Example and Methods for Solution of A.R.E
42 Mod-01 Lec-42 Numerical Example and Methods for Solution of A.R.E (Contd.)
43 Mod-01 Lec-43 Frequency Domain Interpretation of LQR Controlled System
44 Mod-01 Lec-44 Gain and Phase Margin of LQR Controlled System
45 Mod-01 Lec-45 The Linear Quadratic Gaussian Problem
46 Mod-01 Lec-46 Loop Transfer Recovery
47 Mod-01 Lec-47 Dynamic Programming for Discrete Time System
48 Mod-01 Lec-48 Minimum - Time Control of a Linear Time Invariant System
49 Mod-01 Lec-49 Solution of Minimum - Time Control Problem with an Example
50 Mod-01 Lec-50 Constraint in Control Inputs and State Variables
51 Mod-01 Lec-51 Constraint in Control Inputs and State Variables (Contd.)
52 Mod-01 Lec-52 Norms for Vectors, Matrices, Signals and Linear Systems
53 Mod-01 Lec-53 Signal and System Norms
54 Mod-01 Lec-54 Internal Stability, Sensitivity and Complementary Sensitivity Functions
55 Mod-01 Lec-55 Internal Stability, Sensitivity and Complementary Sensitivity Functions (Contd.)
56 Mod-01 Lec-56 Plant Uncertainty and Standard form for Robust Stability Analysis
57 Mod-01 Lec-57 Plant Uncertainty and Standard form for Robust Stability Analysis (Contd.)
58 Mod-01 Lec-58 Frequency Response of Linear System and Singular Value Decomposition of System
59 Mod-01 Lec-59 Control Problem Statement in H- alpha Framework
60 Mod-01 Lec-60 Control Problem Statement in H - alpha Framework (Contd.)