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IIT Kharagpur - Constrained and unconstrained optimization by NPTEL 

  • Offered byNPTEL

Constrained and unconstrained optimization by NPTEL
 at 
NPTEL 
Overview

Offered by Indian Institute of Technology Kharagpur and NPTEL

Duration

12 weeks

Total fee

Free

Mode of learning

Online

Difficulty level

Intermediate

Official Website

Explore Free Course External Link Icon

Credential

Certificate

Constrained and unconstrained optimization by NPTEL
 at 
NPTEL 
Highlights

  • Offered by IIT Kharagpur
  • Final score comprises of 25% for weekly assignment and 75% of the weightage for final exam
  • Eligible for Certificate after scoring minimum 40% in Final Exam
  • Enrollments start from 20 July 2020
  • Course conducted by Prof. Adrijit Goswami, Prof. Debjani Chakrabortye (IIT Kharagpur alumni)
  • Enroll for free
  • Pay for Certification Examination
Read more
Details Icon

Constrained and unconstrained optimization by NPTEL
 at 
NPTEL 
Course details

Who should do this course?
  • This course has been designed for postgraduate students.
More about this course
  • Operations research is not only important in its own right but also forms an integral part of applied sciences like economics, management science, engineering design problems etc. The course provides a systematic and thorough discussion on subject matter with numerous examples.

Constrained and unconstrained optimization by NPTEL
 at 
NPTEL 
Curriculum

Week 1:Linear Programming Problem

Week 2:LPP with artificial variable

Week 3:More on LPP & Introduction to sensitivity Analysis

Week 4:Sensitivity and duality

Week 5:Revised and Dual simplex method

Week 6:Discussion on application with examples

Week 7:Unconstrained optimization with single variable

Week 8:Discussion on Elimination techniques

Week 9:Unconstrained optimization with multiple variable

Week 10:KKT conditions

Week 11:Constrained optimization ? direct method

Week 12:Constrained optimization ? indirect method

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Constrained and unconstrained optimization by NPTEL
 at 
NPTEL 

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