| Sl.No | Chapter Name | MP4 Download |
|---|---|---|
| 1 | Lec 1 : Introduction to Optimization | Download |
| 2 | Lec 2 : Introduction to Evolutionary Computation | Download |
| 3 | Lec 3 : Binary-Coded Genetic Algorithm (BGA) | Download |
| 4 | Lec 4 : Operators and Simulations of Binary-Coded Genetic Algorithm | Download |
| 5 | Lec 5 : Real-Coded Genetic Algorithm (RGA) | Download |
| 6 | Lec 6 : Operators and Simulations of Real-Coded Genetic Algorithm | Download |
| 7 | Lec 7 : Algorithmic Implementation of BGA and RGA | Download |
| 8 | Lec 8 : Particle Swarm Optimization (PSO) | Download |
| 9 | Lec 9 : Simulations and Algorithmic Implementation of Particle Swarm Optimization | Download |
| 10 | Lec 10 : Differential Evolution (DE) | Download |
| 11 | Lec 11 : Simulations and Algorithmic Implementation of Differential Evolution | Download |
| 12 | Lec 12 : Constrained Optimization: Introduction and Optimality | Download |
| 13 | Lec 13 : Penalty Function Methods for Evolutionary Computing Techniques | Download |
| 14 | Lec 14 : Evolutionary Computing Techniques: Separation of Objective Function and Constraints | Download |
| 15 | Lec 15 : Simulations of Constraint Handling Techniques: Part 1 | Download |
| 16 | Lec 16 : Simulations of Constraint Handling Techniques: Part 2 | Download |
| 17 | Lec 17 : Introduction to Multi-Objective Optimization: Part 1 | Download |
| 18 | Lec 18 : Introduction to Multi-Objective Optimization: Part 2 | Download |
| 19 | Lec 19 : Multi-Objective Optimization: Ranking and Diversity | Download |
| 20 | Lec 20 : Classical Multi-Objective Optimization Methods | Download |
| 21 | Lec 21 : Non-Dominated Genetic Algorithm: NSGA-II: Introduction | Download |
| 22 | Lec 22 : Non-Dominated Genetic Algorithm: NSGA-II: Simulations | Download |
| 23 | Lec 23 : Strength Pareto Evolutionary Algorithm: SPEA2: Introduction | Download |
| 24 | Lec 24 : Strength Pareto Evolutionary Algorithm: SPEA2: Simulations | Download |
| 25 | Lec 25 : Performance Assessment of Multi-Objective EC Techniques | Download |
| 26 | Lec 26 : Closure of EC for Single and Multi-Objective Optimization | Download |
| Sl.No | Chapter Name | English |
|---|---|---|
| 1 | Lec 1 : Introduction to Optimization | Download Verified |
| 2 | Lec 2 : Introduction to Evolutionary Computation | Download Verified |
| 3 | Lec 3 : Binary-Coded Genetic Algorithm (BGA) | Download Verified |
| 4 | Lec 4 : Operators and Simulations of Binary-Coded Genetic Algorithm | Download Verified |
| 5 | Lec 5 : Real-Coded Genetic Algorithm (RGA) | Download Verified |
| 6 | Lec 6 : Operators and Simulations of Real-Coded Genetic Algorithm | Download Verified |
| 7 | Lec 7 : Algorithmic Implementation of BGA and RGA | Download Verified |
| 8 | Lec 8 : Particle Swarm Optimization (PSO) | Download Verified |
| 9 | Lec 9 : Simulations and Algorithmic Implementation of Particle Swarm Optimization | Download Verified |
| 10 | Lec 10 : Differential Evolution (DE) | Download Verified |
| 11 | Lec 11 : Simulations and Algorithmic Implementation of Differential Evolution | Download Verified |
| 12 | Lec 12 : Constrained Optimization: Introduction and Optimality | Download Verified |
| 13 | Lec 13 : Penalty Function Methods for Evolutionary Computing Techniques | Download Verified |
| 14 | Lec 14 : Evolutionary Computing Techniques: Separation of Objective Function and Constraints | Download Verified |
| 15 | Lec 15 : Simulations of Constraint Handling Techniques: Part 1 | Download Verified |
| 16 | Lec 16 : Simulations of Constraint Handling Techniques: Part 2 | Download Verified |
| 17 | Lec 17 : Introduction to Multi-Objective Optimization: Part 1 | Download Verified |
| 18 | Lec 18 : Introduction to Multi-Objective Optimization: Part 2 | Download Verified |
| 19 | Lec 19 : Multi-Objective Optimization: Ranking and Diversity | Download Verified |
| 20 | Lec 20 : Classical Multi-Objective Optimization Methods | Download Verified |
| 21 | Lec 21 : Non-Dominated Genetic Algorithm: NSGA-II: Introduction | Download Verified |
| 22 | Lec 22 : Non-Dominated Genetic Algorithm: NSGA-II: Simulations | Download Verified |
| 23 | Lec 23 : Strength Pareto Evolutionary Algorithm: SPEA2: Introduction | Download Verified |
| 24 | Lec 24 : Strength Pareto Evolutionary Algorithm: SPEA2: Simulations | Download Verified |
| 25 | Lec 25 : Performance Assessment of Multi-Objective EC Techniques | Download Verified |
| 26 | Lec 26 : Closure of EC for Single and Multi-Objective Optimization | Download Verified |
| Sl.No | Language | Book link |
|---|---|---|
| 1 | English | Download |
| 2 | Bengali | Not Available |
| 3 | Gujarati | Not Available |
| 4 | Hindi | Not Available |
| 5 | Kannada | Not Available |
| 6 | Malayalam | Not Available |
| 7 | Marathi | Not Available |
| 8 | Tamil | Not Available |
| 9 | Telugu | Not Available |