Udemy - Linear Programming basics

  • CategoryOther
  • TypeTutorials
  • LanguageEnglish
  • Total size3.6 GB
  • Uploaded Byfreecoursewb
  • Downloads62
  • Last checkedMar. 27th '22
  • Date uploadedMar. 24th '22
  • Seeders 4
  • Leechers9

Infohash : D8AB06B4DBC5A8E16FA398CF535DF6B9F53CE258

Linear Programming basics



https://CourseMega.com

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 27 lectures (3h 6m) | Size: 3.72 GB

Learn the theoretical concepts of linear programming to solve optimization tasks.

What you'll learn
Describe what a linear program is.
Solve a linear program using graphical and simplex methods.
Compute the dual of the given linear program.
Use the primal and dual values to prove optimality or infeasibility of the given linear program..
Compute how the solution value changes under minor modification of the given linear program.

Requirements
Basic knowledge of linear algebra is required to understand various proofs presented.
No programming experience needed.

Files:

[ CourseMega.com ] Udemy - Linear Programming basics
  • Get Bonus Downloads Here.url (0.2 KB)
    • ~Get Your Files Here ! 1. Introduction
    • 1. Introduction.mp4 (62.5 MB)
    • 1. Introduction.srt (3.9 KB)
    • 2. Example of a linear program.mp4 (62.6 MB)
    • 2. Example of a linear program.srt (4.0 KB)
    • 3. Standard Format and Matrix representation.mp4 (143.5 MB)
    • 3. Standard Format and Matrix representation.srt (9.1 KB)
    • 4. Types of optimality.mp4 (32.3 MB)
    • 4. Types of optimality.srt (2.4 KB)
    • 5. Existence of Optimal Solution.mp4 (112.1 MB)
    • 5. Existence of Optimal Solution.srt (6.8 KB)
    • 6. Convexity.mp4 (131.3 MB)
    • 6. Convexity.srt (8.6 KB)
    2. Solving linear programs
    • 1. Overview.mp4 (26.5 MB)
    • 1. Overview.srt (1.9 KB)
    • 2. Solving LP with 2 variables.mp4 (51.6 MB)
    • 2. Solving LP with 2 variables.srt (3.7 KB)
    • 3. Simplex intuition.mp4 (303.1 MB)
    • 3. Simplex intuition.srt (21.2 KB)
    • 4. Simplex method.mp4 (197.9 MB)
    • 4. Simplex method.srt (13.6 KB)
    • 5. First solution and degeneracy.mp4 (436.3 MB)
    • 5. First solution and degeneracy.srt (31.5 KB)
    • 6. Revised simplex.mp4 (401.6 MB)
    • 6. Revised simplex.srt (25.7 KB)
    • 7. Simplex complexity.mp4 (57.6 MB)
    • 7. Simplex complexity.srt (3.9 KB)
    3. Linear programming duality
    • 1. Overview.mp4 (12.0 MB)
    • 1. Overview.srt (0.6 KB)
    • 2. Introduction of duality.mp4 (213.4 MB)
    • 2. Introduction of duality.srt (14.5 KB)
    • 3. Dual construction from primal.mp4 (170.0 MB)
    • 3. Dual construction from primal.srt (11.7 KB)
    • 4. Weak duality.mp4 (51.7 MB)
    • 4. Weak duality.srt (3.4 KB)
    • 5. Strong duality.mp4 (293.7 MB)
    • 5. Strong duality.srt (19.2 KB)
    • 6. Primal and dual feasibility.mp4 (66.0 MB)
    • 6. Primal and dual feasibility.srt (4.7 KB)
    • 7. Complementary slackness.mp4 (124.2 MB)
    • 7. Complementary slackness.srt (8.1 KB)
    • 8. Farkas' lemma and proof of infeasibility.mp4 (220.3 MB)
    • 8. Farkas' lemma and proof of infeasibility.srt (14.6 KB)
    4. Sensitivity analysis
    • 1. Overview.mp4 (112.6 MB)
    • 1. Overview.srt (7.5 KB)
    • 2. Change in the right hand side of constraints.mp4 (154.5 MB)
    • 2. Change in the right hand side of constraints.srt (10.7 KB)
    • 3. Change in the objective.mp4 (92.5 MB)
    • 3. Change in the objective.srt (6.3 KB)
    • 4. Adding new variables.mp4 (85.6 MB)
    • 4. Adding new variables.srt (6.1 KB)
    • 5. Generalisation of techniques to analyse other changes.mp4 (43.4 MB)
    • 5. Generalisation of techniques to analyse other changes.srt (3.1 KB)
    5. Conclusion
    • 1. Conclusion and next topics to learn.mp4 (61.6 MB)
    • 1. Conclusion and next topics to learn.srt (4.1 KB)
    • Bonus Resources.txt (0.4 KB)

Code:

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