# Traditional And Non-Traditional Optimization Tools - Institution: IIT Kharagpur - Department: Mechanical Engineering - Teacher: Prof. Dilip Kumar Pratihar - Level: Undergraduate - Language: English - Subjects: Engineering - Source: [NPTEL](https://nptel.ac.in/courses/112105235) - Licence: [CC BY-NC-SA](https://nptel.ac.in/faq) (Non-commercial use only.) - Syllabus: [at the source](https://nptel.ac.in/courses/112105235) - Who can watch: Tweens profiles and older (sources give no ratings; placed by Invisible Network from the source's own words) ## Lectures 1. [Lecture 1 Principle of Optimization](https://invisiblenetwork.ai/learn/nptel/112105235/cbf67594691a) (Video) 2. [Lecture 2 Traditional Methods of Optimization](https://invisiblenetwork.ai/learn/nptel/112105235/2a9b64dd43f3) (Video) 3. [Lecture 3: Traditional Methods of Optimization (Contd.)](https://invisiblenetwork.ai/learn/nptel/112105235/8105192f8836) (Video) 4. [Lecture 4 Binary-Coded Genetic Algorithm (BCGA)](https://invisiblenetwork.ai/learn/nptel/112105235/baa2294fc60d) (Video) 5. [Lecture 5 Binary-Coded Genetic Algorithm (BCGA) Contd.](https://invisiblenetwork.ai/learn/nptel/112105235/e8f8e62db562) (Video) 6. [Lecture 6 Binary-Coded Genetic Algorithm (BCGA) Contd.](https://invisiblenetwork.ai/learn/nptel/112105235/8cfeb3eea65b) (Video) 7. [Lecture 7 Binary-Coded Genetic Algorithm (BCGA) Contd.](https://invisiblenetwork.ai/learn/nptel/112105235/9b08cafd5684) (Video) 8. [Lecture 8 Binary-Coded Genetic Algorithm (BCGA) Contd.](https://invisiblenetwork.ai/learn/nptel/112105235/a002161aea1b) (Video) 9. [Lecture 9 Schema Theorem of BCGA](https://invisiblenetwork.ai/learn/nptel/112105235/b91359683ec4) (Video) 10. [Lecture 10: Schema Theorem of BCGA (Contd.)](https://invisiblenetwork.ai/learn/nptel/112105235/7e5dd0cb7c51) (Video) 11. [Lecture 11 : Constraint Handling](https://invisiblenetwork.ai/learn/nptel/112105235/f4a7431bb091) (Video) 12. [Lecture 12 : Real-Coded GA](https://invisiblenetwork.ai/learn/nptel/112105235/bc429ede332e) (Video) 13. [Lecture 13 : Faster Genetic Algorithms](https://invisiblenetwork.ai/learn/nptel/112105235/8081bfe7cdde) (Video) 14. [Lecture 14 : Faster Genetic Algorithms (Contd.)](https://invisiblenetwork.ai/learn/nptel/112105235/a06737ae1ed1) (Video) 15. [Lecture 15 : Faster Genetic Algorithms (Contd.)](https://invisiblenetwork.ai/learn/nptel/112105235/b641b01640c6) (Video) 16. [Lecture 16 : Faster Genetic Algorithms (Contd.)](https://invisiblenetwork.ai/learn/nptel/112105235/3a3f1f8e9eee) (Video) 17. [Lecture 17 : Scheduling GA](https://invisiblenetwork.ai/learn/nptel/112105235/b75e95d32980) (Video) 18. [Lecture 18 : Scheduling GA (Contd.)](https://invisiblenetwork.ai/learn/nptel/112105235/5056111f60bd) (Video) 19. [Lecture 19 : Scheduling GA (Contd.)](https://invisiblenetwork.ai/learn/nptel/112105235/4bee58e2f420) (Video) 20. [Lecture 20 : Simmulated Annealing](https://invisiblenetwork.ai/learn/nptel/112105235/ff648e140b9f) (Video) 21. [Lecture 21 : Particle Swarm Optimization](https://invisiblenetwork.ai/learn/nptel/112105235/4edb0dd5dc12) (Video) 22. [Lecture 22: Multi-Objective Optimization](https://invisiblenetwork.ai/learn/nptel/112105235/0f30ccfd98cc) (Video) 23. [Lecture 23: Multi-Objective Optimization (Contd.)](https://invisiblenetwork.ai/learn/nptel/112105235/ca175d68cdef) (Video) 24. [Lecture 24: Multi-Objective Optimization (Contd.)](https://invisiblenetwork.ai/learn/nptel/112105235/2a21ded121f3) (Video) 25. [Lecture 25: Multi-Objective Optimization (Contd.)](https://invisiblenetwork.ai/learn/nptel/112105235/43de4fe73bf5) (Video) 26. [Lecture 26: Multi-Objective Optimization (Contd.)](https://invisiblenetwork.ai/learn/nptel/112105235/504ef12a308f) (Video) 27. [LecLecture 27 Intelligent Optimization Toolture](https://invisiblenetwork.ai/learn/nptel/112105235/9e02e16dfd41) (Video) 28. [Lecture 28: A Practical Optimization Problem](https://invisiblenetwork.ai/learn/nptel/112105235/2ff017356475) (Video) 29. [Lecture 29: A Practical Optimization Problem (Contd.)](https://invisiblenetwork.ai/learn/nptel/112105235/e56d628a74e8) (Video) 30. [Lecture 30: A Practical Optimization Problem (Contd.)](https://invisiblenetwork.ai/learn/nptel/112105235/26e75ed51118) (Video) 31. [Lecture 31: A Practical Optimization Problem (Contd.)](https://invisiblenetwork.ai/learn/nptel/112105235/fc86c0284829) (Video) 32. [Lecture 32: A Practical Optimization Problem (Contd.)](https://invisiblenetwork.ai/learn/nptel/112105235/dd959d508e7e) (Video) 33. [Lecture 33: A Practical Optimization Problem (Contd.)](https://invisiblenetwork.ai/learn/nptel/112105235/9b320c47f7af) (Video) 34. [Lecture 34: A Practical Optimization Problem (Contd.)](https://invisiblenetwork.ai/learn/nptel/112105235/f3849101a14d) (Video) 35. [Lecture 35: A Practical Optimization Problem (Contd.)](https://invisiblenetwork.ai/learn/nptel/112105235/d351af8ff064) (Video) 36. [Lecture 36: A Practical Optimization Problem (Contd.)](https://invisiblenetwork.ai/learn/nptel/112105235/16e82d10ba45) (Video) 37. [Lecture 37: Genetic Algorithm as Evolution Tool](https://invisiblenetwork.ai/learn/nptel/112105235/030508c0d971) (Video) 38. [Lecture 38: Genetic Algorithm as Evolution Tool (Contd.)](https://invisiblenetwork.ai/learn/nptel/112105235/b977e3672a54) (Video) 39. [Lecture 39: Genetic Algorithm as Evolution Tool (Contd.)](https://invisiblenetwork.ai/learn/nptel/112105235/a2569708848d) (Video) 40. [Lecture 40: Genetic Algorithm as Evolution Tool (Contd.)](https://invisiblenetwork.ai/learn/nptel/112105235/52c7edc1f92e) (Video) 41. [Lecture 41: Genetic Algorithm as Evolution Tool (Contd.)](https://invisiblenetwork.ai/learn/nptel/112105235/ff8472313189) (Video) 42. [Lecture 42: Genetic Algorithm as Evolution Tool (Contd.)](https://invisiblenetwork.ai/learn/nptel/112105235/6c7af96554ef) (Video) 43. [Lecture 43: Summary 1](https://invisiblenetwork.ai/learn/nptel/112105235/44c1fc4b20f6) (Video) 44. [Lecture 44: Summary 2](https://invisiblenetwork.ai/learn/nptel/112105235/dde8914fa72b) (Video) 45. [Lecture 45: Summary 3](https://invisiblenetwork.ai/learn/nptel/112105235/41b609f85f6d) (Video) 46. [Lecture 46 : Summary 4](https://invisiblenetwork.ai/learn/nptel/112105235/effeb088ce42) (Video) 47. [Live Session 12-02-2021](https://invisiblenetwork.ai/learn/nptel/112105235/cbf67594691a-2) (Video) 48. [Live Session 08-03-2021](https://invisiblenetwork.ai/learn/nptel/112105235/2a9b64dd43f3-2) (Video) 49. [Live Session 18-02-2022](https://invisiblenetwork.ai/learn/nptel/112105235/8105192f8836-2) (Video) 50. [Live Session 03-11-2022](https://invisiblenetwork.ai/learn/nptel/112105235/baa2294fc60d-2) (Video)