Media Storage Type : 32 GB USB Stick
NPTEL Subject Matter Expert : Prof. Debasis Sarkar
NPTEL Co-ordinating Institute : IIT Kharagpur
NPTEL Lecture Count : 60
NPTEL Course Size : 19 GB
NPTEL PDF Text Transcription : Available and Included
NPTEL Subtitle Transcription : Available and Included (SRT)
Lecture Titles:
Lecture 1 - Introduction to Optimization
Lecture 2 - Introduction to Optimization (Continued...)
Lecture 3 - Introduction to Optimization (Continued...)
Lecture 4 - Introduction of Optimization (Continued...)
Lecture 5 - Introduction of Optimization (Continued...)
Lecture 6 - Optimization Problem Formulation
Lecture 7 - Optimization Problem Formulation (Continued...)
Lecture 8 - Optimization Problem Formulation (Continued...)
Lecture 9 - Optimization Problem Formulation (Continued...)
Lecture 10 - Optimization Problem Formulation (Continued...)
Lecture 11 - Basic Concepts of Optimization - I
Lecture 12 - Basic Concepts of Optimization - I (Continued...)
Lecture 13 - Basic Concepts of Optimization - I (Continued...)
Lecture 14 - Basic Concepts of Optimization - I (Continued...)
Lecture 15 - Basic Concepts of Optimization - I (Continued...)
Lecture 16 - Basic Concepts of Optimization - II
Lecture 17 - Basic Concepts of Optimization - II (Continued...)
Lecture 18 - Basic Concepts of Optimization - II (Continued...)
Lecture 19 - Basic Concepts of Optimization - II (Continued...)
Lecture 20 - Basic Concepts of Optimization - II (Continued...)
Lecture 21 - Unconstrained Single Variable Optimization: Methods and Applications (Continued...)
Lecture 22 - Unconstrained Single Variable Optimization: Methods and Applications (Continued...)
Lecture 23 - Unconstrained Single Variable Optimization: Methods and Applications (Continued...)
Lecture 24 - Unconstrained Single Variable Optimization: Methods and Applications (Continued...)
Lecture 25 - Unconstrained Single Variable Optimization: Methods and Applications (Continued...)
Lecture 26 - Unconstrained Multivariable Optimization: Direct Search Methods
Lecture 27 - Unconstrained Multivariable Optimization: Direct Search Methods (Continued...)
Lecture 28 - Unconstrained Multivariable Optimization: Direct Search Methods (Continued...)
Lecture 29 - Unconstrained Multivariable Optimization: Direct Search Methods (Continued...)
Lecture 30 - Unconstrained Multivariable Optimization: Direct Search Methods (Continued...)
Lecture 31 - Unconstrained Multivariable Optimization: Gradient Based Methods
Lecture 32 - Unconstrained Multivariable Optimization: Gradient Based Methods (Continued...)
Lecture 33 - Unconstrained Multivariable Optimization: Gradient Based Methods (Continued...)
Lecture 34 - Unconstrained Multivariable Optimization: Gradient Based Methods (Continued...)
Lecture 35 - Unconstrained Multivariable Optimization: Gradient Based Methods (Continued...)
Lecture 36 - Introduction to Linear Programming
Lecture 37 - Introduction to Linear Programming (Continued...)
Lecture 38 - Introduction to Linear Programming (Continued...)
Lecture 39 - Introduction to Linear Programming (Continued...)
Lecture 40 - Introduction to Linear Programming (Continued...)
Lecture 41 - Linear Programming - The Simplex Method
Lecture 42 - Linear Programming - The Simplex Method (Continued...)
Lecture 43 - Linear Programming - The Simplex Method (Continued...)
Lecture 44 - Linear Programming - The Simplex Method (Continued...)
Lecture 45 - Linear Programming - The Simplex Method (Continued...)
Lecture 46 - Constrained Nonlinear Programming
Lecture 47 - Constrained Nonlinear Programming (Continued...)
Lecture 48 - Constrained Nonlinear Programming (Continued...)
Lecture 49 - Constrained Nonlinear Programming (Continued...)
Lecture 50 - Constrained Nonlinear Programming (Continued...)
Lecture 51 - Applications of Optimization
Lecture 52 - Applications of Optimization (Continued...)
Lecture 53 - Applications of Optimization (Continued...)
Lecture 54 - Applications of Optimization (Continued...)
Lecture 55 - Applications of Optimization (Continued...)
Lecture 56 - Software Tools for Optimization
Lecture 57 - Software Tools for Optimization (Continued...)
Lecture 58 - Software Tools for Optimization (Continued...)
Lecture 59 - Software Tools for Optimization (Continued...)
Lecture 60 - Software Tools for Optimization (Continued...)