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Course11110710420 lectures

Nonlinear programming

Prof. S. K. Gupta · IIT Roorkee

Start with lecture 1 At NPTEL

Lectures

Unit-1

  1. Convex Sets and Functions Video
  2. Properties of Convex Functions-I Video
  3. Properties of Convex Functions-II Video
  4. Properties of Convex Functions- III Video
  5. Convex Programming Problems Video

Unit-2

  1. KKT optimality conditions Video
  2. Quadratic Programming Problems-I Video
  3. Quadratic Programming Problems -II Video
  4. Separable Programming-I Video
  5. Separable Programming-II Video

Unit-3

  1. Geometric Programming-I Video
  2. Geometric Programming-II Video
  3. Geometric Programming-III Video
  4. Dynamic Programming-I Video
  5. Dynamic Programming-II Video

Unit-4

  1. Dynamic programming approach to find shortest path in any network. Video
  2. Dynamic Programming-IV Video
  3. Search Techniques-I Video
  4. Search Techniques-II Video
  5. Search Techniques-III Video

Syllabus and materials

At NPTEL, as the course publishes them.

Credits and licence

Institution
IIT Roorkee
Department
Mathematics
Teacher
Prof. S. K. Gupta
Level
Undergraduate
Language
English
Subjects
Mathematics
Source
NPTEL
Licence
CC BY-NC-SA, as NPTEL states it. Non-commercial use only. NPTEL's terms
Attribution
NPTEL states: "Distributed under Creative Commons Attribution-ShareAlike / CC BY - NC - SA", beside a BY-NC-SA badge.
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