Learn · Constrained And Unconstrained Optimization

Lecture 54 of 63Week 11

Lecture 54: Penalty and barrier method

Prof. A. Goswami Prof. Debjani Chakraborty · IIT Kharagpur

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Constrained And Unconstrained Optimization, IIT Kharagpur (at NPTEL)
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All the lectures

  1. Lecture 1 : Introduction to Optimization Video
  2. Lecture 2 : Assumptions & Mathematical Modeling of LPP Video
  3. Lecture 3 : Geometrey of LPP Video
  4. Lecture 4 : Graphical Solution of LPP- I Video
  5. Lecture 5 : Graphical Solution of LPP- II Video
  6. Lecture 6: Solution of LPP: Simplex Method Video
  7. Lecture 7: Simplex Method Video
  8. Lecture 8: Introduction to BIG-M Method Video
  9. Lecture 9: Algorithm of BIG-M Method Video
  10. Lecture 10: Problems on BIG-M Method Video
  11. Lecture 11: Two Phase Method: Introduction Video
  12. Lecture 12: Two Phase Method: Problem Solution Video
  13. Lecture 13: Special Cases of LPP Video
  14. Lecture 14: Degeneracy in LPP Video
  15. Lecture 15: Sensitivity Analysis- I Video
  16. Lecture 16: Sensitivity Analysis- II Video
  17. Lecture 17: Problems on Sensitivity Analysis Video
  18. Lecture 18: Introduction to Duality Theory- I Video
  19. Lecture 19: Introduction to Duality Theory- II Video
  20. Lecture 20: Dual Simplex Method Video
  21. Lecture 21: Examples on Dual Simplex Method Video
  22. Lecture 22: Interger Linear Programming Video
  23. Lecture 23: Interger Linear Programming Video
  24. Lecture 24: IPP: Branch & BBound Method Video
  25. Lecture 25: Mixed Integer Programming Problem Video
  26. Lecture 26:Introduction to Transportation Problem I Video
  27. Lecture 27: Transportation Problem II Video
  28. Lecture 28: Vogel Approximation Method Video
  29. Lecture 29: Optimal Solution Generation for Transportation Problem Video
  30. Lecture 30: Degeneracy in TP and overview of Assingment Problem Video
  31. Lecture 31 : Introduction to Nonlinear programming Video
  32. Lecture 32 : Graphical Solution of NLP Video
  33. Lecture 33 : Types of NLP Video
  34. Lecture 34 : One dimentional unconstrained optimization Video
  35. Lecture 35 : Unconstrained Optimization Video
  36. Lecture 36 : Region Elimination Technique-1 Video
  37. Lecture 37 : Region Elimination Technique-2 Video
  38. Lecture 38 : Region Elimination Technique-3 Video
  39. Lecture 39 : Unconstrained Optimization Video
  40. Lecture 40 : Unconstrained Optimization Video
  41. Lecture 41 : Multivariate Unconstrained Optimization-1 Video
  42. Lecture 42 : Multivariate Unconstrained Optimization-2 Video
  43. Lecture 43 : Unconstrained Optimization Video
  44. Lecture 44: NLP with Equality Constrained-1 Video
  45. Lecture 45 : NLP with Equality Constrained-2 Video
  46. Lecture 46: Constrained NLP 1 Video
  47. Lecture 47: Constrained NLP 2 Video
  48. Lecture 48: Constrained Optimization Video
  49. Lecture 49: Constrained Optimization Video
  50. Lecture 50: KKT Video
  51. Lecture 51: Constrained Optimization Video
  52. Lecture 52: Constrained Optimization Video
  53. Lecture 53: Feasible Direction Video
  54. Lecture 54: Penalty and barrier method Video
  55. Lecture 55: Penalty method Video
  56. Lecture 56 : Penalty and barrier method Video
  57. Lecture 57 : Penalty and barrier method Video
  58. Lecture 58 : Dynamic programming Video
  59. Lecture 59 : Multi-Objective decision making Video
  60. Lecture 60 : Multi-Attribute decision making Video
  61. Live Session 15-10-2020 Video
  62. Live Session 11-11-2020 Video
  63. Live Session 12-12-2020 Video