Tridip Ray, Indian Statistical Institute, New Delhi

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Course Outline

Lecture Notes

Homeworks

Past Exams

Lecture Notes

• Preliminaries
   
• Linear Algebra
   
  • Vectors
  • Matrices
  • Simultaneous Linear Equations
  • Characteristic Value Problem
     
• Real Analysis
   
  • Basic Concepts of Real Analysis
  • Differential Calculus
  • Convex Analysis
     
• Classical Optimization Theory
   
  • Unconstrained Optimization
  • Constrained Optimization
     
• Modern Optimization Theory
   
  • Concave Programming
  • Quasi-Concave Programming
  • Topics in Optimization Theory

Last Updated on 20 July 2026.