NPTEL : NOC:Traditional and Non-Traditional Optimization Tools (Mechanical Engineering)

Co-ordinators : Prof. Dilip Kumar Pratihar


Lecture 1 - Principle of Optimization

Lecture 2 - Traditional Methods of Optimization

Lecture 3 - Traditional Methods of Optimization (Continued...)

Lecture 4 - Binary-Coded Genetic Algorithm (BCGA)

Lecture 5 - Binary-Coded Genetic Algorithm (BCGA) (Continued...)

Lecture 6 - Binary-Coded Genetic Algorithm (BCGA) (Continued...)

Lecture 7 - Binary-Coded Genetic Algorithm (BCGA) (Continued...)

Lecture 8 - Binary-Coded Genetic Algorithm (BCGA) (Continued...)

Lecture 9 - Schema Theorem of BCGA

Lecture 10 - Schema Theorem of BCGA (Continued...)

Lecture 11 - Constraint Handling

Lecture 12 - Real-Coded GA

Lecture 13 - Faster Genetic Algorithms

Lecture 14 - Faster Genetic Algorithms (Continued...)

Lecture 15 - Faster Genetic Algorithms (Continued...)

Lecture 16 - Faster Genetic Algorithms (Continued...)

Lecture 17 - Scheduling GA

Lecture 18 - Scheduling GA (Continued...)

Lecture 19 - Scheduling GA (Continued...)

Lecture 20 - Simmulated Annealing

Lecture 21 - Particle Swarm Optimization

Lecture 22 - Multi-Objective Optimization

Lecture 23 - Multi-Objective Optimization (Continued...)

Lecture 24 - Multi-Objective Optimization (Continued...)

Lecture 25 - Multi-Objective Optimization (Continued...)

Lecture 26 - Multi-Objective Optimization (Continued...)

Lecture 27 - Intelligent Optimization Toolture

Lecture 28 - A Practical Optimization Problem

Lecture 29 - A Practical Optimization Problem (Continued...)

Lecture 30 - A Practical Optimization Problem (Continued...)

Lecture 31 - A Practical Optimization Problem (Continued...)

Lecture 32 - A Practical Optimization Problem (Continued...)

Lecture 33 - A Practical Optimization Problem (Continued...)

Lecture 34 - A Practical Optimization Problem (Continued...)

Lecture 35 - A Practical Optimization Problem (Continued...)

Lecture 36 - A Practical Optimization Problem (Continued...)

Lecture 37 - Genetic Algorithm as Evolution Tool

Lecture 38 - Genetic Algorithm as Evolution Tool (Continued...)

Lecture 39 - Genetic Algorithm as Evolution Tool (Continued...)

Lecture 40 - Genetic Algorithm as Evolution Tool (Continued...)

Lecture 41 - Genetic Algorithm as Evolution Tool (Continued...)

Lecture 42 - Genetic Algorithm as Evolution Tool (Continued...)

Lecture 43 - Summary 1

Lecture 44 - Summary 2

Lecture 45 - Summary 3