Design and Optimization of Energy Systems - Free Engineering Video Lectures

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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