Udemy - Introduction to Optimization Algorithms
- Category Other
- Type Tutorials
- Language English
- Total size 1,004.7 MB
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- Downloads 286
- Last checked 3 weeks ago
- Date uploaded 3 weeks ago
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Infohash : C831C9DA33F7BF6D2B04296E0CD290B18CD02959
Introduction to Optimization Algorithms
https://WebToolTip.com
Published 1/2026
Created by Guilherme Matos Passarini, phD
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Beginner | Genre: eLearning | Language: English | Duration: 15 Lectures ( 1h 23m ) | Size: 1 GB
Learn the basic fundamentals of combinatorial and numerical optimization
What you'll learn
✓ The concept of P-NP
✓ The foundations and intuitions of optimization algorithms
✓ The main algorithms used in combinatorial problems
✓ You will be able to think computationally regarding many problems
Requirements
● Bssic math knowledge
Files:
[ WebToolTip.com ] Udemy - Introduction to Optimization Algorithms- Get Bonus Downloads Here.url (0.2 KB) ~Get Your Files Here ! 1 - Introduction and fundamentals
- 1. Introduction.mp4 (71.6 MB)
- 2. Math notations.mp4 (38.2 MB)
- 3. P-NP problems.mp4 (27.5 MB)
- 4. Notions of Big-O.mp4 (55.7 MB)
- 10. Examples of heuristics.mp4 (49.1 MB)
- 11. Global and local minima maxima.mp4 (46.6 MB)
- 12. Exploration and exploitation.mp4 (67.3 MB)
- 13. Hyperparameters.mp4 (66.3 MB)
- 14. Benchmark functions.mp4 (92.1 MB)
- 15. Evolutionary algorithms and other optimization algorithms.mp4 (106.6 MB)
- 5. Optimization and derivatives.mp4 (71.4 MB)
- 6. Examples of problems.mp4 (86.1 MB)
- 7. Fitness function and dimensionality.mp4 (81.6 MB)
- 8. Random algorithms.mp4 (58.7 MB)
- 9. Heuristics and search space.mp4 (86.1 MB)
- Bonus Resources.txt (0.1 KB)
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