Course10310513967 lectures
Optimization in Chemical Engineering
Prof. Debasis Sarkar · IIT Kharagpur
Lectures
MODULE 1
- Lecture 1 : Introduction to Optimization
- Lecture 2 : Introduction to Optimization (Contd.)
- Lecture 3 : Introduction to Optimization (Contd.)
- Lecture 4 : Introduction of Optimization (Contd.)
- Lecture 5: Introduction of Optimization (Contd.)
MODULE 2
- Lecture 06:Optimization Problem Formulation
- Lecture 07: Optimization Problem Formulation(Contd.)
- Lecture 08:Optimization Problem Formulation(Contd.)
- Lecture 09:Optimization Problem Formulation(Contd.)
- Lecture 10:Optimization Problem Formulation(Contd.)
MODULE 3
- Lecture 11: Basic Concepts of Optimization - I
- Lecture 12: Basic Concepts of Optimization - I(Contd.)
- Lecture 13: Basic Concepts of Optimization - I(Contd.)
- Lecture 14: Basic Concepts of Optimization - I(Contd.)
- Lecture 15: Basic Concepts of Optimization - I(Contd.)
MODULE 4
- Lecture 16: Basic Concepts of Optimization - II
- Lecture 17: Basic Concepts of Optimization - II(Contd.)
- Lecture 18: Basic Concepts of Optimization - II(Contd.)
- Lecture 19: Basic Concepts of Optimization - II(Contd.)
- Lecture 20: Basic Concepts of Optimization - II(Contd.)
MODULE 5
- Lecture 21: "Unconstrained Single Variable Optimization: Methods and Applications": Methods and Applications (Contd.)"
- Lecture 22: "Unconstrained Single Variable Optimization: Methods and Applications (Contd.)"
- Lecture 23: "Unconstrained Single Variable Optimization: Methods and Applications (Contd.)"
- Lecture 24: "Unconstrained Single Variable Optimization: Methods and Applications (Contd.)"
- Lecture 25: "Unconstrained Single Variable Optimization: Methods and Applications (Contd.)"
MODULE 6
- Lecture 26: "Unconstrained Multivariable Optimization: Direct Search Methods"
- Lecture 27: "Unconstrained Multivariable Optimization: Direct Search Methods (Contd.)"
- Lecture 28: "Unconstrained Multivariable Optimization: Direct Search Methods (Contd.)"
- Lecture 29: "Unconstrained Multivariable Optimization: Direct Search Methods (Contd.)"
- Lecture 30 : "Unconstrained Multivariable Optimization: Direct Search Methods (Contd.)"
MODULE 7
- Lecture 31: "Unconstrained Multivariable Optimization: Gradient Based Methods"
- Lecture 32: "Unconstrained Multivariable Optimization: Gradient Based Methods (Contd.)"
- Lecture 33: "Unconstrained Multivariable Optimization: Gradient Based Methods (Contd.)"
- Lecture 34: "Unconstrained Multivariable Optimization: Gradient Based Methods (Contd.)"
- Lecture 35: "Unconstrained Multivariable Optimization: Gradient Based Methods (Contd.)"
MODULE 8
- Lecture 36 : Introduction to Linear Programming
- Lecture 37 : Introduction to Linear Programming (Contd.)
- Lecture 38 : Introduction to Linear Programming (Contd.)
- Lecture 39 : Introduction to Linear Programming (Contd.)
- Lecture 40 : Introduction to Linear Programming (Contd.)
MODULE 9
- Lecture 41: Linear Programming - The Simplex Method
- Lecture 42: Linear Programming - The Simplex Method (Contd.)
- Lecture 43: Linear Programming - The Simplex Method (Contd.)
- Lecture 44: Linear Programming - The Simplex Method (Contd.)
- Lecture 45: Linear Programming - The Simplex Method (Contd.)
MODULE 10
- Lecture 46: Constrained Nonlinear Programming
- Lecture 47: Constrained Nonlinear Programming(Contd.)
- Lecture 48: Constrained Nonlinear Programming(Contd.)
- Lecture 49: Constrained Nonlinear Programming(Contd.)
- Lecture 50: Constrained Nonlinear Programming(Contd.)
MODULE 11
- Lecture 51 : Applications of Optimization
- Lecture 52 : Applications of Optimization (Contd.)
- Lecture 53 : Applications of Optimization (Contd.)
- Lecture 54 : Applications of Optimization (Contd.)
- Lecture 55 : Applications of Optimization (Contd.)
MODULE 12
- Lecture 56 : Software Tools for Optimization
- Lecture 57 : Software Tools for Optimization (Contd.)
- Lecture 58 : Software Tools for Optimization (Contd.)
- Lecture 59 : Software Tools for Optimization (Contd.)
- Lecture 60 : Software Tools for Optimization (Contd.)
Live Session
Syllabus and materials
At NPTEL, as the course publishes them.
Credits and licence
- Institution
- IIT Kharagpur
- Department
- Chemical Engineering
- Teacher
- Prof. Debasis Sarkar
- Level
- Undergraduate
- Language
- English
- Subjects
- Chemistry, Engineering
- 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.
- Who can watch
- NPTEL gives no rating. Invisible Network shows it to Tweens profiles and older, judged from what the source says about it. How courses are placed
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