| 1. Conclusion and next topics to learn.mp4 | 61.6 MB | ||
| 1. Conclusion and next topics to learn.srt | 4.1 KB | ||
| 1. Introduction.mp4 | 62.5 MB | ||
| 1. Introduction.srt | 3.9 KB | ||
| 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 | ||
| 2. Example of a linear program.mp4 | 62.6 MB | ||
| 2. Example of a linear program.srt | 4 KB | ||
| 2. Introduction of duality.mp4 | 213.4 MB | ||
| 2. Introduction of duality.srt | 14.5 KB | ||
| 2. Solving LP with 2 variables.mp4 | 51.6 MB | ||
| 2. Solving LP with 2 variables.srt | 3.7 KB | ||
| 3. Change in the objective.mp4 | 92.5 MB | ||
| 3. Change in the objective.srt | 6.3 KB | ||
| 3. Dual construction from primal.mp4 | 170 MB | ||
| 3. Dual construction from primal.srt | 11.7 KB | ||
| 3. Simplex intuition.mp4 | 303.1 MB | ||
| 3. Simplex intuition.srt | 21.2 KB | ||
| 3. Standard Format and Matrix representation.mp4 | 143.5 MB | ||
| 3. Standard Format and Matrix representation.srt | 9.1 KB | ||
| 4. Adding new variables.mp4 | 85.6 MB | ||
| 4. Adding new variables.srt | 6.1 KB | ||
| 4. Simplex method.mp4 | 197.9 MB | ||
| 4. Simplex method.srt | 13.6 KB | ||
| 4. Types of optimality.mp4 | 32.3 MB | ||
| 4. Types of optimality.srt | 2.4 KB | ||
| 4. Weak duality.mp4 | 51.7 MB | ||
| 4. Weak duality.srt | 3.4 KB | ||
| 5. Existence of Optimal Solution.mp4 | 112.1 MB | ||
| 5. Existence of Optimal Solution.srt | 6.8 KB | ||
| 5. First solution and degeneracy.mp4 | 436.3 MB | ||
| 5. First solution and degeneracy.srt | 31.5 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. Strong duality.mp4 | 293.7 MB | ||
| 5. Strong duality.srt | 19.2 KB | ||
| 6. Convexity.mp4 | 131.3 MB | ||
| 6. Convexity.srt | 8.6 KB | ||
| 6. Primal and dual feasibility.mp4 | 66 MB | ||
| 6. Primal and dual feasibility.srt | 4.7 KB | ||
| 6. Revised simplex.mp4 | 401.6 MB | ||
| 6. Revised simplex.srt | 25.7 KB | ||
| 7. Complementary slackness.mp4 | 124.2 MB | ||
| 7. Complementary slackness.srt | 8.1 KB | ||
| 7. Simplex complexity.mp4 | 57.6 MB | ||
| 7. Simplex complexity.srt | 3.9 KB | ||
| 8. Farkas' lemma and proof of infeasibility.mp4 | 220.3 MB | ||
| 8. Farkas' lemma and proof of infeasibility.srt | 14.6 KB | ||
| Bonus Resources.txt | 409.6 B | ||
| Get Bonus Downloads Here.url | 204.8 B | ||
| ▲ 56 total files | |||
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.
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