nptel assignment solution mechanical engineering

Category: Nptel Assignment Answers 2024

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• Mechanical Engineering
• NOC:Optimization from fundamentals (Video) 
• Co-ordinated by : IIT Bombay
• Available from : 2020-11-18
• Intro Video
• Lecture 1A : Introduction
• Lecture 1B : Isoperimetric problem
• Lecture 1C : Review of real analysis (sequences and convergence)
• Lecture 2A : Bolzano-Weierstrass theorem and completeness axiom
• Lecture 2B : Open sets, closed sets and compact sets
• Lecture 2C : Continuity and Weierstrass theorem
• Lecture 3A : Weierstrass theorem
• Lecture 3B : Different solution concepts
• Lecture 3C : Different types of constraints
• Lecture 4A : Taylor's theorem
• Lecture 4B: First order sufficient condition
• Lecture 4C : Second order necessary condition
• Lecture 5A : Least square regression
• Lecture 5B : Least square regression (continued)
• Lecture 5C : Implicit function theorem
• Lecture 6A : Optimization with equality constraints and introduction to Lagrange multipliers - I
• Lecture 6B :Optimization with equality constraints and introduction to Lagrange multipliers - II
• Lecture 6C :Least norm solution of underdetermined linear system
• Lecture 7A: Transformation of optimization problems - I
• Lecture 7B : Transformation of optimization problems - II
• Lecture 7C: Transformation of optimization problems - III
• Lecture 8A: Convex Analysis - I
• Lecture 8B: Convex Analysis - II
• Lecture 8C: Convex Analysis - III
• Lecture 9A: Polyhedrons
• Lecture 9B: Minkowski-Weyl Theorem
• Lecture 9C: Linear Programming Problems
• Lecture 10A: Extreme points and optimal solution of an LP
• Lecture 10B: Extreme points and optimal solution of an LP (continued)
• Lecture 10C: Extreme points and basic feasible solutions
• Lecture 11A: Equivalence of extreme point and BFS
• Lecture 11B: Equivalence of extreme point and BFS (continued)
• Lecture 11C: Examples of Linear Programming
• Lecture 12A: Weak and Strong duality
• Lecture 12B: Proof of strong duality
• Lecture 12C: Proof of strong duality (continued)
• Lecture 13A: Farkas' lemma
• Lecture 13B: Max-flow Min-cut problem
• Lecture 13C: Shortest path problem
• Lecture 14A: Complementary Slackness
• Lecture 14B: Proof of complementary slackness
• Lecture 14C: Tangent cones
• Lecture 15A:Tangent cones (continued)
• Lecture 15B: Constraint qualifications, Farkas' lemma and KKT
• Lecture 16A: KKT conditions
• Lecture 16B:Convex optimization and KKT conditions
• Lecture 17A: Slater condition and Lagrangian Dual
• Lecture 17B: Weak duality in convex optimization and Fenchel dual
• Lecture 17C: Geometry of the Lagrangian
• Lecture 18A: Strong duality in convex optimization - I
• Lecture 18B: Strong duality in convex optimization - II
• Lecture 18C: Strong duality in convex optimization - III
• Lecture 19A: Line search methods for unconstrained optimization
• Lecture 19B: Wolfe conditions
• Lecture 19C: Line search algorithm and convergence
• Lecture 20A: Steepest descent method and rate of convergence
• Lecture 20B: Newton's method
• Lecture 20C: Penalty methods
• Lecture 21A: L1 and L2 Penalty methods
• Lecture 21B: Augmented Lagrangian methods
• Lecture 21C: Cutting plane methods
• Lecture 22: Interior point methods for linear programming
• Lecture 23A: Dynamic programming: Inventory control problem
• Lecture 23B: Policy and value function
• Lecture 24A: Principle of optimality in dynamic programming
• Lecture 24B: Principle of optimality applied to inventory control problem
• Lecture 24C: Optimal control for a system with linear state dynamics and quadratic cost
• Watch on YouTube
• Assignments
• Download Videos
• Transcripts

NPTEL Previous Year Question Papers, Download PDF Here

Nptel previous year question papers | how to download nptel previous year question papers | nptel previous year question papers pdf download | nptel previous year question papers with solutions.

NPTEL Previous Year Question Papers: National Programme on Technology Enhanced Learning ( NPTEL ) is a portal for learning courses on various subjects in partnership with IITs and IISc. Government of India is also contributing its funds for NPTEL by Ministry of Education. They are continuously conducting certification exam for all of their courses. Courses learning of NPTEL platform is completely free. But if you need certification you have to pay the certification examination fee and take exams to get certified.

Generally, NPTEL certification exam cost is Rs 1000 for per course examination. Candidates who are applied for the course certification exam have to take test on the allotted centers. Preparing using NPTEL Previous Year Question Papers Cloud Computing gives you more advantages during the exam. Applicants who are searching for National Programme on Technology Enhanced Learning Previous Year Question Papers with Answers PDF can find download here . Continue reading to learn more about the NPTEL Previous Year Question Papers and certification test.

NPTEL Previous Year Question Papers Cloud Computing

NPTEL is offering six hundred plus online courses on various departments and subjects. Online courses duration is about 4 weeks, 8 weeks or 12 weeks on the end of course completion a student can takes exam. Taking certification examination is optional . Students whoever wants certificate can a apply and attend exam. Else, students who does not want certificate does not require to take exam. Examination consists of MCQ and Written Part.

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GATE is not only a qualifying exam for graduate studies but also provides an opportunity for PSU jobs.

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